tchbcb/samai-8b-M8

zetlyn/models-gguf quantisation gguf tchbcb/samai-8b-M8 hf Qwen/Qwen3.5-9B known 2026-09-20

https://huggingface.co/tchbcb/samai-8b-M8

Properties

authortchbcb
receipt
Source
GGUF quantisations
Its words
tchbcb
Read by
field:author
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6aaf877fd52789a8f44bb512",
  "author": "tchbcb",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-9B",
    "language": [
      "zh",
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "qlora",
      "agent",
      "function-calling",
      "llama.cpp"
    ]
  },
  "createdAt": "2026-09-20T07:13:03.000Z",
  "downloads": 8283,
  "gated": false,
  "id": "tchbcb/samai-8b-M8",
  "lastModified": "2026-09-25T02:43:21.000Z",
  "likes": 1,
  "modelId": "tchbcb/samai-8b-M8",
  "private": false,
  "sha": "fdf770357e4f7fbb928ae929a4b2035b6544e4c0",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "HANDOVER.md"
    },
    {
      "rfilename": "NAN_FIX_README.md"
    },
    {
      "rfilename": "PLAYBOOK.md"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "artifacts/HANDOVER_R10.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R11.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R12.txt"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4.tar.gz"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4_v2.tar.gz"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_DATA_DONE"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_S4_PROBE.json"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R12_OPENING_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R9_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/burst_r8.log"
    },
    {
      "rfilename": "artifacts/m15_reports/judge_m15.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/llm_logs_r8_final.db"
    },
    {
      "rfilename": "artifacts/m15_reports/m13_r9_q4_sha256.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/probe_r8_result.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close1_sse.log"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close_msg.json"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_llmlog.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s1.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s3.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_computeruse_blocked77.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_testB2r_block_obeyed.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest2_callllm_loop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest_clean.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r8_loop_stats.json"
    },
    {
      "rfilename": "artifacts/m15_reports/train_r8.log"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop2.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_disc.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_video.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r7.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r8.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_replay.jsonl"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop2_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/boot_ammo_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/probe_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo2.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_curriculum.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_fire_gaia13.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c1_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c2_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10_t4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_v4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_diag_s4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_poll.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_recon.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_t4_diag.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_tunnel_watch.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r7.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v9.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_build_replay.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_fire.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_judge.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_serving_r8c.sh"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_mixbit_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_serve_swap.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_long.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r12.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/splice_r8b.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/surgery_gguf.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zagent_config.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_v3.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_ws_v4.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_base.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_old.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_r13.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/fix_meta_imx.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_imx_adapter.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_infix2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_refine_v2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_skip_single.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_chain.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_refine.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_ship.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/oneclick_gsqrco_serve.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_fire.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_poll.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_boot.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_v1_proxy.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/router_8102.py"
    },
    {
      "rfilename": "artifacts/zagent_fixed.tar.gz"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m9/m9_sft_log.txt"
    },
    {
      "rfilename": "ckpt_m9/m9_trainer_resume_full.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9_latest.tgz"
    },
    {
      "rfilename": "lc_build/lc_cuda3.tar.gz"
    },
    {
      "rfilename": "m10_gguf_sha256.txt"
    },
    {
      "rfilename": "m10_gguf_v2_sha256.txt"
    },
    {
      "rfilename": "m10_q4_k_m_fixed.gguf"
    },
    {
      "rfilename": "m10_report_hle300.json"
    },
    {
      "rfilename": "m11_epoch2/README.md"
    },
    {
      "rfilename": "m11_epoch2/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch2/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch2/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch2/tokenizer_config.json"
    },
    {
      "rfilename": "m11_epoch3/README.md"
    },
    {
      "rfilename": "m11_epoch3/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch3/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch3/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch3/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch3/tokenizer_config.json"
    },
    {
      "rfilename": "m11_final/README.md"
    },
    {
      "rfilename": "m11_final/adapter_config.json"
    },
    {
      "rfilename": "m11_final/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_final/chat_template.jinja"
    },
    {
      "rfilename": "m11_final/tokenizer.json"
    },
    {
      "rfilename": "m11_final/tokenizer_config.json"
    },
    {
      "rfilename": "m11_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "m12_adapters/m13_r10/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r10/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r8/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r9/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/README.md"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_r1_adapter/chat_template.jinja"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer.json"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/README.md"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r5_fixed_sha256.txt"
    },
    {
      "rfilename": "m13_r5_gguf_sha256.txt"
    },
    {
      "rfilename": "m13_r5_q4_fixed.gguf"
    },
    {
      "rfilename": "m13_r5_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r6/README.md"
    },
    {
      "rfilename": "m13_r6/adapter_config.json"
    },
    {
      "rfilename": "m13_r6/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r6/chat_template.jinja"
    },
    {
      "rfilename": "m13_r6/tokenizer.json"
    },
    {
      "rfilename": "m13_r6/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r7_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r7_q4_sha256.txt"
    },
    {
      "rfilename": "m13_r8_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r8_q4_sha256.txt"
    },
    {
      "rfilename": "m8_baseline_report.json"
    },
    {
      "rfilename": "m8_final_report.json"
    },
    {
      "rfilename": "m8_gguf_sha256.txt"
    },
    {
      "rfilename": "m8_knight15_report.json"
    },
    {
      "rfilename": "m8_pk_eval.jsonl"
    },
    {
      "rfilename": "m9_gguf_sha256.txt"
    },
    {
      "rfilename": "m9_report_eval60.json"
    },
    {
      "rfilename": "m9_report_eval60_strict.json"
    },
    {
      "rfilename": "m9_report_pk48.json"
    },
    {
      "rfilename": "mmproj_m11.gguf"
    },
    {
      "rfilename": "pk_report_bonsai.json"
    },
    {
      "rfilename": "pk_report_m8.json"
    },
    {
      "rfilename": "pk_summary.json"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "samai8b_m8_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m9_q4_k_m.gguf"
    },
    {
      "rfilename": "train.md"
    },
    {
      "rfilename": "transfer.md"
    }
  ],
  "tags": [
    "safetensors",
    "gguf",
    "qlora",
    "agent",
    "function-calling",
    "llama.cpp",
    "zh",
    "en",
    "base_model:Qwen/Qwen3.5-9B",
    "base_model:quantized:Qwen/Qwen3.5-9B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
baseQwen/Qwen3.5-9B
receipt
Source
GGUF quantisations
Its words
Qwen/Qwen3.5-9B
Read by
field:cardData.base_model[]
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6aaf877fd52789a8f44bb512",
  "author": "tchbcb",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-9B",
    "language": [
      "zh",
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "qlora",
      "agent",
      "function-calling",
      "llama.cpp"
    ]
  },
  "createdAt": "2026-09-20T07:13:03.000Z",
  "downloads": 8283,
  "gated": false,
  "id": "tchbcb/samai-8b-M8",
  "lastModified": "2026-09-25T02:43:21.000Z",
  "likes": 1,
  "modelId": "tchbcb/samai-8b-M8",
  "private": false,
  "sha": "fdf770357e4f7fbb928ae929a4b2035b6544e4c0",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "HANDOVER.md"
    },
    {
      "rfilename": "NAN_FIX_README.md"
    },
    {
      "rfilename": "PLAYBOOK.md"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "artifacts/HANDOVER_R10.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R11.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R12.txt"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4.tar.gz"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4_v2.tar.gz"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_DATA_DONE"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_S4_PROBE.json"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R12_OPENING_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R9_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/burst_r8.log"
    },
    {
      "rfilename": "artifacts/m15_reports/judge_m15.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/llm_logs_r8_final.db"
    },
    {
      "rfilename": "artifacts/m15_reports/m13_r9_q4_sha256.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/probe_r8_result.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close1_sse.log"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close_msg.json"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_llmlog.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s1.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s3.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_computeruse_blocked77.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_testB2r_block_obeyed.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest2_callllm_loop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest_clean.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r8_loop_stats.json"
    },
    {
      "rfilename": "artifacts/m15_reports/train_r8.log"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop2.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_disc.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_video.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r7.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r8.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_replay.jsonl"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop2_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/boot_ammo_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/probe_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo2.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_curriculum.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_fire_gaia13.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c1_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c2_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10_t4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_v4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_diag_s4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_poll.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_recon.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_t4_diag.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_tunnel_watch.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r7.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v9.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_build_replay.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_fire.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_judge.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_serving_r8c.sh"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_mixbit_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_serve_swap.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_long.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r12.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/splice_r8b.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/surgery_gguf.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zagent_config.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_v3.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_ws_v4.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_base.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_old.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_r13.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/fix_meta_imx.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_imx_adapter.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_infix2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_refine_v2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_skip_single.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_chain.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_refine.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_ship.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/oneclick_gsqrco_serve.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_fire.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_poll.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_boot.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_v1_proxy.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/router_8102.py"
    },
    {
      "rfilename": "artifacts/zagent_fixed.tar.gz"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m9/m9_sft_log.txt"
    },
    {
      "rfilename": "ckpt_m9/m9_trainer_resume_full.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9_latest.tgz"
    },
    {
      "rfilename": "lc_build/lc_cuda3.tar.gz"
    },
    {
      "rfilename": "m10_gguf_sha256.txt"
    },
    {
      "rfilename": "m10_gguf_v2_sha256.txt"
    },
    {
      "rfilename": "m10_q4_k_m_fixed.gguf"
    },
    {
      "rfilename": "m10_report_hle300.json"
    },
    {
      "rfilename": "m11_epoch2/README.md"
    },
    {
      "rfilename": "m11_epoch2/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch2/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch2/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch2/tokenizer_config.json"
    },
    {
      "rfilename": "m11_epoch3/README.md"
    },
    {
      "rfilename": "m11_epoch3/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch3/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch3/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch3/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch3/tokenizer_config.json"
    },
    {
      "rfilename": "m11_final/README.md"
    },
    {
      "rfilename": "m11_final/adapter_config.json"
    },
    {
      "rfilename": "m11_final/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_final/chat_template.jinja"
    },
    {
      "rfilename": "m11_final/tokenizer.json"
    },
    {
      "rfilename": "m11_final/tokenizer_config.json"
    },
    {
      "rfilename": "m11_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "m12_adapters/m13_r10/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r10/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r8/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r9/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/README.md"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_r1_adapter/chat_template.jinja"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer.json"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/README.md"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r5_fixed_sha256.txt"
    },
    {
      "rfilename": "m13_r5_gguf_sha256.txt"
    },
    {
      "rfilename": "m13_r5_q4_fixed.gguf"
    },
    {
      "rfilename": "m13_r5_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r6/README.md"
    },
    {
      "rfilename": "m13_r6/adapter_config.json"
    },
    {
      "rfilename": "m13_r6/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r6/chat_template.jinja"
    },
    {
      "rfilename": "m13_r6/tokenizer.json"
    },
    {
      "rfilename": "m13_r6/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r7_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r7_q4_sha256.txt"
    },
    {
      "rfilename": "m13_r8_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r8_q4_sha256.txt"
    },
    {
      "rfilename": "m8_baseline_report.json"
    },
    {
      "rfilename": "m8_final_report.json"
    },
    {
      "rfilename": "m8_gguf_sha256.txt"
    },
    {
      "rfilename": "m8_knight15_report.json"
    },
    {
      "rfilename": "m8_pk_eval.jsonl"
    },
    {
      "rfilename": "m9_gguf_sha256.txt"
    },
    {
      "rfilename": "m9_report_eval60.json"
    },
    {
      "rfilename": "m9_report_eval60_strict.json"
    },
    {
      "rfilename": "m9_report_pk48.json"
    },
    {
      "rfilename": "mmproj_m11.gguf"
    },
    {
      "rfilename": "pk_report_bonsai.json"
    },
    {
      "rfilename": "pk_report_m8.json"
    },
    {
      "rfilename": "pk_summary.json"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "samai8b_m8_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m9_q4_k_m.gguf"
    },
    {
      "rfilename": "train.md"
    },
    {
      "rfilename": "transfer.md"
    }
  ],
  "tags": [
    "safetensors",
    "gguf",
    "qlora",
    "agent",
    "function-calling",
    "llama.cpp",
    "zh",
    "en",
    "base_model:Qwen/Qwen3.5-9B",
    "base_model:quantized:Qwen/Qwen3.5-9B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
downloads8283
receipt
Source
GGUF quantisations
Its words
8283
Read by
field:downloads
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6aaf877fd52789a8f44bb512",
  "author": "tchbcb",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-9B",
    "language": [
      "zh",
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "qlora",
      "agent",
      "function-calling",
      "llama.cpp"
    ]
  },
  "createdAt": "2026-09-20T07:13:03.000Z",
  "downloads": 8283,
  "gated": false,
  "id": "tchbcb/samai-8b-M8",
  "lastModified": "2026-09-25T02:43:21.000Z",
  "likes": 1,
  "modelId": "tchbcb/samai-8b-M8",
  "private": false,
  "sha": "fdf770357e4f7fbb928ae929a4b2035b6544e4c0",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "HANDOVER.md"
    },
    {
      "rfilename": "NAN_FIX_README.md"
    },
    {
      "rfilename": "PLAYBOOK.md"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "artifacts/HANDOVER_R10.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R11.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R12.txt"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4.tar.gz"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4_v2.tar.gz"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_DATA_DONE"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_S4_PROBE.json"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R12_OPENING_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R9_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/burst_r8.log"
    },
    {
      "rfilename": "artifacts/m15_reports/judge_m15.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/llm_logs_r8_final.db"
    },
    {
      "rfilename": "artifacts/m15_reports/m13_r9_q4_sha256.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/probe_r8_result.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close1_sse.log"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close_msg.json"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_llmlog.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s1.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s3.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_computeruse_blocked77.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_testB2r_block_obeyed.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest2_callllm_loop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest_clean.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r8_loop_stats.json"
    },
    {
      "rfilename": "artifacts/m15_reports/train_r8.log"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop2.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_disc.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_video.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r7.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r8.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_replay.jsonl"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop2_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/boot_ammo_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/probe_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo2.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_curriculum.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_fire_gaia13.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c1_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c2_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10_t4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_v4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_diag_s4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_poll.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_recon.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_t4_diag.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_tunnel_watch.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r7.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v9.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_build_replay.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_fire.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_judge.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_serving_r8c.sh"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_mixbit_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_serve_swap.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_long.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r12.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/splice_r8b.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/surgery_gguf.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zagent_config.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_v3.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_ws_v4.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_base.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_old.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_r13.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/fix_meta_imx.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_imx_adapter.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_infix2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_refine_v2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_skip_single.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_chain.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_refine.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_ship.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/oneclick_gsqrco_serve.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_fire.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_poll.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_boot.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_v1_proxy.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/router_8102.py"
    },
    {
      "rfilename": "artifacts/zagent_fixed.tar.gz"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m9/m9_sft_log.txt"
    },
    {
      "rfilename": "ckpt_m9/m9_trainer_resume_full.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9_latest.tgz"
    },
    {
      "rfilename": "lc_build/lc_cuda3.tar.gz"
    },
    {
      "rfilename": "m10_gguf_sha256.txt"
    },
    {
      "rfilename": "m10_gguf_v2_sha256.txt"
    },
    {
      "rfilename": "m10_q4_k_m_fixed.gguf"
    },
    {
      "rfilename": "m10_report_hle300.json"
    },
    {
      "rfilename": "m11_epoch2/README.md"
    },
    {
      "rfilename": "m11_epoch2/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch2/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch2/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch2/tokenizer_config.json"
    },
    {
      "rfilename": "m11_epoch3/README.md"
    },
    {
      "rfilename": "m11_epoch3/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch3/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch3/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch3/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch3/tokenizer_config.json"
    },
    {
      "rfilename": "m11_final/README.md"
    },
    {
      "rfilename": "m11_final/adapter_config.json"
    },
    {
      "rfilename": "m11_final/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_final/chat_template.jinja"
    },
    {
      "rfilename": "m11_final/tokenizer.json"
    },
    {
      "rfilename": "m11_final/tokenizer_config.json"
    },
    {
      "rfilename": "m11_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "m12_adapters/m13_r10/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r10/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r8/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r9/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/README.md"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_r1_adapter/chat_template.jinja"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer.json"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/README.md"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r5_fixed_sha256.txt"
    },
    {
      "rfilename": "m13_r5_gguf_sha256.txt"
    },
    {
      "rfilename": "m13_r5_q4_fixed.gguf"
    },
    {
      "rfilename": "m13_r5_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r6/README.md"
    },
    {
      "rfilename": "m13_r6/adapter_config.json"
    },
    {
      "rfilename": "m13_r6/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r6/chat_template.jinja"
    },
    {
      "rfilename": "m13_r6/tokenizer.json"
    },
    {
      "rfilename": "m13_r6/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r7_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r7_q4_sha256.txt"
    },
    {
      "rfilename": "m13_r8_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r8_q4_sha256.txt"
    },
    {
      "rfilename": "m8_baseline_report.json"
    },
    {
      "rfilename": "m8_final_report.json"
    },
    {
      "rfilename": "m8_gguf_sha256.txt"
    },
    {
      "rfilename": "m8_knight15_report.json"
    },
    {
      "rfilename": "m8_pk_eval.jsonl"
    },
    {
      "rfilename": "m9_gguf_sha256.txt"
    },
    {
      "rfilename": "m9_report_eval60.json"
    },
    {
      "rfilename": "m9_report_eval60_strict.json"
    },
    {
      "rfilename": "m9_report_pk48.json"
    },
    {
      "rfilename": "mmproj_m11.gguf"
    },
    {
      "rfilename": "pk_report_bonsai.json"
    },
    {
      "rfilename": "pk_report_m8.json"
    },
    {
      "rfilename": "pk_summary.json"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "samai8b_m8_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m9_q4_k_m.gguf"
    },
    {
      "rfilename": "train.md"
    },
    {
      "rfilename": "transfer.md"
    }
  ],
  "tags": [
    "safetensors",
    "gguf",
    "qlora",
    "agent",
    "function-calling",
    "llama.cpp",
    "zh",
    "en",
    "base_model:Qwen/Qwen3.5-9B",
    "base_model:quantized:Qwen/Qwen3.5-9B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
licenceapache-2.0
receipt
Source
GGUF quantisations
Its words
apache-2.0
Read by
field:cardData.license
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6aaf877fd52789a8f44bb512",
  "author": "tchbcb",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-9B",
    "language": [
      "zh",
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "qlora",
      "agent",
      "function-calling",
      "llama.cpp"
    ]
  },
  "createdAt": "2026-09-20T07:13:03.000Z",
  "downloads": 8283,
  "gated": false,
  "id": "tchbcb/samai-8b-M8",
  "lastModified": "2026-09-25T02:43:21.000Z",
  "likes": 1,
  "modelId": "tchbcb/samai-8b-M8",
  "private": false,
  "sha": "fdf770357e4f7fbb928ae929a4b2035b6544e4c0",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "HANDOVER.md"
    },
    {
      "rfilename": "NAN_FIX_README.md"
    },
    {
      "rfilename": "PLAYBOOK.md"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "artifacts/HANDOVER_R10.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R11.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R12.txt"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4.tar.gz"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4_v2.tar.gz"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_DATA_DONE"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_S4_PROBE.json"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R12_OPENING_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R9_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/burst_r8.log"
    },
    {
      "rfilename": "artifacts/m15_reports/judge_m15.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/llm_logs_r8_final.db"
    },
    {
      "rfilename": "artifacts/m15_reports/m13_r9_q4_sha256.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/probe_r8_result.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close1_sse.log"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close_msg.json"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_llmlog.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s1.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s3.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_computeruse_blocked77.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_testB2r_block_obeyed.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest2_callllm_loop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest_clean.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r8_loop_stats.json"
    },
    {
      "rfilename": "artifacts/m15_reports/train_r8.log"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop2.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_disc.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_video.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r7.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r8.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_replay.jsonl"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop2_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/boot_ammo_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/probe_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo2.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_curriculum.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_fire_gaia13.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c1_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c2_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10_t4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_v4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_diag_s4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_poll.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_recon.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_t4_diag.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_tunnel_watch.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r7.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v9.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_build_replay.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_fire.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_judge.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_serving_r8c.sh"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_mixbit_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_serve_swap.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_long.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r12.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/splice_r8b.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/surgery_gguf.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zagent_config.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_v3.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_ws_v4.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_base.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_old.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_r13.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/fix_meta_imx.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_imx_adapter.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_infix2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_refine_v2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_skip_single.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_chain.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_refine.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_ship.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/oneclick_gsqrco_serve.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_fire.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_poll.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_boot.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_v1_proxy.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/router_8102.py"
    },
    {
      "rfilename": "artifacts/zagent_fixed.tar.gz"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m9/m9_sft_log.txt"
    },
    {
      "rfilename": "ckpt_m9/m9_trainer_resume_full.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9_latest.tgz"
    },
    {
      "rfilename": "lc_build/lc_cuda3.tar.gz"
    },
    {
      "rfilename": "m10_gguf_sha256.txt"
    },
    {
      "rfilename": "m10_gguf_v2_sha256.txt"
    },
    {
      "rfilename": "m10_q4_k_m_fixed.gguf"
    },
    {
      "rfilename": "m10_report_hle300.json"
    },
    {
      "rfilename": "m11_epoch2/README.md"
    },
    {
      "rfilename": "m11_epoch2/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch2/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch2/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch2/tokenizer_config.json"
    },
    {
      "rfilename": "m11_epoch3/README.md"
    },
    {
      "rfilename": "m11_epoch3/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch3/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch3/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch3/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch3/tokenizer_config.json"
    },
    {
      "rfilename": "m11_final/README.md"
    },
    {
      "rfilename": "m11_final/adapter_config.json"
    },
    {
      "rfilename": "m11_final/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_final/chat_template.jinja"
    },
    {
      "rfilename": "m11_final/tokenizer.json"
    },
    {
      "rfilename": "m11_final/tokenizer_config.json"
    },
    {
      "rfilename": "m11_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "m12_adapters/m13_r10/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r10/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r8/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r9/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/README.md"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_r1_adapter/chat_template.jinja"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer.json"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/README.md"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r5_fixed_sha256.txt"
    },
    {
      "rfilename": "m13_r5_gguf_sha256.txt"
    },
    {
      "rfilename": "m13_r5_q4_fixed.gguf"
    },
    {
      "rfilename": "m13_r5_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r6/README.md"
    },
    {
      "rfilename": "m13_r6/adapter_config.json"
    },
    {
      "rfilename": "m13_r6/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r6/chat_template.jinja"
    },
    {
      "rfilename": "m13_r6/tokenizer.json"
    },
    {
      "rfilename": "m13_r6/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r7_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r7_q4_sha256.txt"
    },
    {
      "rfilename": "m13_r8_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r8_q4_sha256.txt"
    },
    {
      "rfilename": "m8_baseline_report.json"
    },
    {
      "rfilename": "m8_final_report.json"
    },
    {
      "rfilename": "m8_gguf_sha256.txt"
    },
    {
      "rfilename": "m8_knight15_report.json"
    },
    {
      "rfilename": "m8_pk_eval.jsonl"
    },
    {
      "rfilename": "m9_gguf_sha256.txt"
    },
    {
      "rfilename": "m9_report_eval60.json"
    },
    {
      "rfilename": "m9_report_eval60_strict.json"
    },
    {
      "rfilename": "m9_report_pk48.json"
    },
    {
      "rfilename": "mmproj_m11.gguf"
    },
    {
      "rfilename": "pk_report_bonsai.json"
    },
    {
      "rfilename": "pk_report_m8.json"
    },
    {
      "rfilename": "pk_summary.json"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "samai8b_m8_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m9_q4_k_m.gguf"
    },
    {
      "rfilename": "train.md"
    },
    {
      "rfilename": "transfer.md"
    }
  ],
  "tags": [
    "safetensors",
    "gguf",
    "qlora",
    "agent",
    "function-calling",
    "llama.cpp",
    "zh",
    "en",
    "base_model:Qwen/Qwen3.5-9B",
    "base_model:quantized:Qwen/Qwen3.5-9B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
likes1
receipt
Source
GGUF quantisations
Its words
1
Read by
field:likes
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-04 18:16 UTC
Original
open at the source
What the source handed over
{
  "_id": "6aaf877fd52789a8f44bb512",
  "author": "tchbcb",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-9B",
    "language": [
      "zh",
      "en"
    ],
    "license": "apache-2.0",
    "tags": [
      "gguf",
      "qlora",
      "agent",
      "function-calling",
      "llama.cpp"
    ]
  },
  "createdAt": "2026-09-20T07:13:03.000Z",
  "downloads": 8283,
  "gated": false,
  "id": "tchbcb/samai-8b-M8",
  "lastModified": "2026-09-25T02:43:21.000Z",
  "likes": 1,
  "modelId": "tchbcb/samai-8b-M8",
  "private": false,
  "sha": "fdf770357e4f7fbb928ae929a4b2035b6544e4c0",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "HANDOVER.md"
    },
    {
      "rfilename": "NAN_FIX_README.md"
    },
    {
      "rfilename": "PLAYBOOK.md"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "artifacts/HANDOVER_R10.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R11.txt"
    },
    {
      "rfilename": "artifacts/HANDOVER_R12.txt"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4.tar.gz"
    },
    {
      "rfilename": "artifacts/llama_cpp_cuda_t4_v2.tar.gz"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_DATA_DONE"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_S4_PROBE.json"
    },
    {
      "rfilename": "artifacts/m15_reports/R11_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R12_OPENING_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/R9_verdict.md"
    },
    {
      "rfilename": "artifacts/m15_reports/burst_r8.log"
    },
    {
      "rfilename": "artifacts/m15_reports/judge_m15.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/llm_logs_r8_final.db"
    },
    {
      "rfilename": "artifacts/m15_reports/m13_r9_q4_sha256.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/probe_r8_result.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close1_sse.log"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_close_msg.json"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_gaia13_llmlog.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_long_r9long2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s1.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s2.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_probe_serving_r9s3.txt"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_computeruse_blocked77.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_testB2r_block_obeyed.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest2_callllm_loop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r11_trace_vtest_clean.jsonl"
    },
    {
      "rfilename": "artifacts/m15_reports/r8_loop_stats.json"
    },
    {
      "rfilename": "artifacts/m15_reports/train_r8.log"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_antiloop2.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_disc.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r11_video.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r7.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_r8.jsonl"
    },
    {
      "rfilename": "artifacts/m15_samples/samples_replay.jsonl"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop2_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/antiloop_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/boot_ammo_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/probe_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_boot_ammo2.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_curriculum.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_fire_gaia13.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r11_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c1_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_c2_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_data_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_r10_t4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_deploy_v4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_diag_s4.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_pipeline.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_poll.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_recon.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_surgery.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_t4_diag.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r12_tunnel_watch.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r7.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/r_burst_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m13_train_v9.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_build_replay.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_deploy_r8.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_fire.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_gaia_judge.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_m15_serving_r8c.sh"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_mixbit_build.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_serve_swap.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_long.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r10.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/s8_sprobe_r12.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/splice_r8b.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/surgery_gguf.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zagent_config.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_v3.py"
    },
    {
      "rfilename": "artifacts/m15_scripts/zpatch_ws_v4.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_base.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_old.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/dl_r13.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/fix_meta_imx.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_imx_adapter.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_infix2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_refine_v2.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/patch_skip_single.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_chain.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_refine.py"
    },
    {
      "rfilename": "artifacts/r13_scripts/r13_ship.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/oneclick_gsqrco_serve.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_fire.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/p_r14_poll.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_boot.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/r14_v1_proxy.py"
    },
    {
      "rfilename": "artifacts/r14_scripts/router_8102.py"
    },
    {
      "rfilename": "artifacts/zagent_fixed.tar.gz"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch1/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_config.json"
    },
    {
      "rfilename": "ckpt_m10/epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "ckpt_m9/m9_sft_log.txt"
    },
    {
      "rfilename": "ckpt_m9/m9_trainer_resume_full.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9.tgz"
    },
    {
      "rfilename": "ckpt_m9/sft8b_adapter_m9_latest.tgz"
    },
    {
      "rfilename": "lc_build/lc_cuda3.tar.gz"
    },
    {
      "rfilename": "m10_gguf_sha256.txt"
    },
    {
      "rfilename": "m10_gguf_v2_sha256.txt"
    },
    {
      "rfilename": "m10_q4_k_m_fixed.gguf"
    },
    {
      "rfilename": "m10_report_hle300.json"
    },
    {
      "rfilename": "m11_epoch2/README.md"
    },
    {
      "rfilename": "m11_epoch2/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch2/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch2/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch2/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch2/tokenizer_config.json"
    },
    {
      "rfilename": "m11_epoch3/README.md"
    },
    {
      "rfilename": "m11_epoch3/adapter_config.json"
    },
    {
      "rfilename": "m11_epoch3/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_epoch3/chat_template.jinja"
    },
    {
      "rfilename": "m11_epoch3/tokenizer.json"
    },
    {
      "rfilename": "m11_epoch3/tokenizer_config.json"
    },
    {
      "rfilename": "m11_final/README.md"
    },
    {
      "rfilename": "m11_final/adapter_config.json"
    },
    {
      "rfilename": "m11_final/adapter_model.safetensors"
    },
    {
      "rfilename": "m11_final/chat_template.jinja"
    },
    {
      "rfilename": "m11_final/tokenizer.json"
    },
    {
      "rfilename": "m11_final/tokenizer_config.json"
    },
    {
      "rfilename": "m11_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "m12_adapters/m13_r10/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r10/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r10/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r8/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r8/tokenizer_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/README.md"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_config.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_adapters/m13_r9/chat_template.jinja"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer.json"
    },
    {
      "rfilename": "m12_adapters/m13_r9/tokenizer_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/README.md"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_config.json"
    },
    {
      "rfilename": "m12_r1_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m12_r1_adapter/chat_template.jinja"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer.json"
    },
    {
      "rfilename": "m12_r1_adapter/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/README.md"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_config.json"
    },
    {
      "rfilename": "m13_r5_adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r5_fixed_sha256.txt"
    },
    {
      "rfilename": "m13_r5_gguf_sha256.txt"
    },
    {
      "rfilename": "m13_r5_q4_fixed.gguf"
    },
    {
      "rfilename": "m13_r5_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r6/README.md"
    },
    {
      "rfilename": "m13_r6/adapter_config.json"
    },
    {
      "rfilename": "m13_r6/adapter_model.safetensors"
    },
    {
      "rfilename": "m13_r6/chat_template.jinja"
    },
    {
      "rfilename": "m13_r6/tokenizer.json"
    },
    {
      "rfilename": "m13_r6/tokenizer_config.json"
    },
    {
      "rfilename": "m13_r7_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r7_q4_sha256.txt"
    },
    {
      "rfilename": "m13_r8_q4_k_m.gguf"
    },
    {
      "rfilename": "m13_r8_q4_sha256.txt"
    },
    {
      "rfilename": "m8_baseline_report.json"
    },
    {
      "rfilename": "m8_final_report.json"
    },
    {
      "rfilename": "m8_gguf_sha256.txt"
    },
    {
      "rfilename": "m8_knight15_report.json"
    },
    {
      "rfilename": "m8_pk_eval.jsonl"
    },
    {
      "rfilename": "m9_gguf_sha256.txt"
    },
    {
      "rfilename": "m9_report_eval60.json"
    },
    {
      "rfilename": "m9_report_eval60_strict.json"
    },
    {
      "rfilename": "m9_report_pk48.json"
    },
    {
      "rfilename": "mmproj_m11.gguf"
    },
    {
      "rfilename": "pk_report_bonsai.json"
    },
    {
      "rfilename": "pk_report_m8.json"
    },
    {
      "rfilename": "pk_summary.json"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m10_q4_k_m_v2.gguf"
    },
    {
      "rfilename": "samai8b_m8_q4_k_m.gguf"
    },
    {
      "rfilename": "samai8b_m9_q4_k_m.gguf"
    },
    {
      "rfilename": "train.md"
    },
    {
      "rfilename": "transfer.md"
    }
  ],
  "tags": [
    "safetensors",
    "gguf",
    "qlora",
    "agent",
    "function-calling",
    "llama.cpp",
    "zh",
    "en",
    "base_model:Qwen/Qwen3.5-9B",
    "base_model:quantized:Qwen/Qwen3.5-9B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}

Text

This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/tchbcb/samai-8b-M8.