Ninnix96/Qwengram-2B

zetlyn/models-gguf quantisation gguf Ninnix96/Qwengram-2B hf Qwen/Qwen3.5-2B known 2026-09-26

https://huggingface.co/Ninnix96/Qwengram-2B

Properties

authorNinnix96
receipt
Source
GGUF quantisations
Its words
Ninnix96
Read by
field:author
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-05 12:24 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab79e448f765b6dd919a2fb",
  "author": "Ninnix96",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-2B",
    "license": "apache-2.0",
    "pipeline_tag": "text-generation",
    "tags": [
      "gguf",
      "qwengram",
      "external-memory",
      "llama-cpp"
    ]
  },
  "createdAt": "2026-09-26T10:28:20.000Z",
  "downloads": 942,
  "gated": false,
  "id": "Ninnix96/Qwengram-2B",
  "lastModified": "2026-09-28T11:17:49.000Z",
  "likes": 4,
  "modelId": "Ninnix96/Qwengram-2B",
  "pipeline_tag": "text-generation",
  "private": false,
  "sha": "8eedd38bd5467b89cb7da9c9b1fe0b3839a61228",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "QwenGram-2B-BF16.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q4_K_M.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q6_K.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256.json"
    },
    {
      "rfilename": "arbiter.pt"
    },
    {
      "rfilename": "chat_template.jinja"
    },
    {
      "rfilename": "evaluation/10m/bootstrap.json"
    },
    {
      "rfilename": "evaluation/10m/eval-linear750.json"
    },
    {
      "rfilename": "evaluation/10m/eval-raw-10m.json"
    },
    {
      "rfilename": "evaluation/10m/eval-stock.json"
    },
    {
      "rfilename": "evaluation/10m/qwengram-2b-10m-linear750-comparison.log"
    },
    {
      "rfilename": "evaluation/10m/stock-reproduction.json"
    },
    {
      "rfilename": "evaluation/10m/summary.json"
    },
    {
      "rfilename": "evaluation/README.md"
    },
    {
      "rfilename": "evaluation/arb-bootstrap.json"
    },
    {
      "rfilename": "evaluation/arb-eval-linear750.json"
    },
    {
      "rfilename": "evaluation/arb-eval-raw-15m.json"
    },
    {
      "rfilename": "evaluation/arb-eval-stock.json"
    },
    {
      "rfilename": "evaluation/decision-original-15m.md"
    },
    {
      "rfilename": "evaluation/evaluation-streams.json"
    },
    {
      "rfilename": "evaluation/metrics.md"
    },
    {
      "rfilename": "evaluation/milestone-artifact-shas.json"
    },
    {
      "rfilename": "evaluation/milestone-comparison.json"
    },
    {
      "rfilename": "evaluation/milestone-decision.md"
    },
    {
      "rfilename": "evaluation/milestone-milestone-provenance.json"
    },
    {
      "rfilename": "evaluation/milestone-persistence-verification.json"
    },
    {
      "rfilename": "evaluation/milestone-protocol.json"
    },
    {
      "rfilename": "qwengram-2b.json"
    },
    {
      "rfilename": "qwengram_2b.png"
    },
    {
      "rfilename": "reader.safetensors"
    },
    {
      "rfilename": "runtime/README.md"
    },
    {
      "rfilename": "runtime/analyze.py"
    },
    {
      "rfilename": "runtime/llama-qwengram-2b.patch"
    },
    {
      "rfilename": "runtime/logs/build-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/convert-stock.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/smoke-08b-regression.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-invalid-ple.log"
    },
    {
      "rfilename": "runtime/logs/smoke-missing-ple.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/stock-q8.run.json"
    },
    {
      "rfilename": "runtime/packaging.json"
    },
    {
      "rfilename": "runtime/q6-smoke.json"
    },
    {
      "rfilename": "runtime/q6-verification.json"
    },
    {
      "rfilename": "runtime/results.json"
    },
    {
      "rfilename": "runtime/sidecar-validation.json"
    },
    {
      "rfilename": "runtime/smoke.json"
    },
    {
      "rfilename": "runtime/source.json"
    },
    {
      "rfilename": "runtime/verification.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "gguf",
    "qwengram",
    "external-memory",
    "llama-cpp",
    "text-generation",
    "conversational",
    "base_model:Qwen/Qwen3.5-2B",
    "base_model:quantized:Qwen/Qwen3.5-2B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
baseQwen/Qwen3.5-2B
receipt
Source
GGUF quantisations
Its words
Qwen/Qwen3.5-2B
Read by
field:cardData.base_model[]
Said since
2026-09-29 09:50 UTC
Last answered
2026-10-05 12:24 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab79e448f765b6dd919a2fb",
  "author": "Ninnix96",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-2B",
    "license": "apache-2.0",
    "pipeline_tag": "text-generation",
    "tags": [
      "gguf",
      "qwengram",
      "external-memory",
      "llama-cpp"
    ]
  },
  "createdAt": "2026-09-26T10:28:20.000Z",
  "downloads": 942,
  "gated": false,
  "id": "Ninnix96/Qwengram-2B",
  "lastModified": "2026-09-28T11:17:49.000Z",
  "likes": 4,
  "modelId": "Ninnix96/Qwengram-2B",
  "pipeline_tag": "text-generation",
  "private": false,
  "sha": "8eedd38bd5467b89cb7da9c9b1fe0b3839a61228",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "QwenGram-2B-BF16.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q4_K_M.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q6_K.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256.json"
    },
    {
      "rfilename": "arbiter.pt"
    },
    {
      "rfilename": "chat_template.jinja"
    },
    {
      "rfilename": "evaluation/10m/bootstrap.json"
    },
    {
      "rfilename": "evaluation/10m/eval-linear750.json"
    },
    {
      "rfilename": "evaluation/10m/eval-raw-10m.json"
    },
    {
      "rfilename": "evaluation/10m/eval-stock.json"
    },
    {
      "rfilename": "evaluation/10m/qwengram-2b-10m-linear750-comparison.log"
    },
    {
      "rfilename": "evaluation/10m/stock-reproduction.json"
    },
    {
      "rfilename": "evaluation/10m/summary.json"
    },
    {
      "rfilename": "evaluation/README.md"
    },
    {
      "rfilename": "evaluation/arb-bootstrap.json"
    },
    {
      "rfilename": "evaluation/arb-eval-linear750.json"
    },
    {
      "rfilename": "evaluation/arb-eval-raw-15m.json"
    },
    {
      "rfilename": "evaluation/arb-eval-stock.json"
    },
    {
      "rfilename": "evaluation/decision-original-15m.md"
    },
    {
      "rfilename": "evaluation/evaluation-streams.json"
    },
    {
      "rfilename": "evaluation/metrics.md"
    },
    {
      "rfilename": "evaluation/milestone-artifact-shas.json"
    },
    {
      "rfilename": "evaluation/milestone-comparison.json"
    },
    {
      "rfilename": "evaluation/milestone-decision.md"
    },
    {
      "rfilename": "evaluation/milestone-milestone-provenance.json"
    },
    {
      "rfilename": "evaluation/milestone-persistence-verification.json"
    },
    {
      "rfilename": "evaluation/milestone-protocol.json"
    },
    {
      "rfilename": "qwengram-2b.json"
    },
    {
      "rfilename": "qwengram_2b.png"
    },
    {
      "rfilename": "reader.safetensors"
    },
    {
      "rfilename": "runtime/README.md"
    },
    {
      "rfilename": "runtime/analyze.py"
    },
    {
      "rfilename": "runtime/llama-qwengram-2b.patch"
    },
    {
      "rfilename": "runtime/logs/build-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/convert-stock.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/smoke-08b-regression.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-invalid-ple.log"
    },
    {
      "rfilename": "runtime/logs/smoke-missing-ple.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/stock-q8.run.json"
    },
    {
      "rfilename": "runtime/packaging.json"
    },
    {
      "rfilename": "runtime/q6-smoke.json"
    },
    {
      "rfilename": "runtime/q6-verification.json"
    },
    {
      "rfilename": "runtime/results.json"
    },
    {
      "rfilename": "runtime/sidecar-validation.json"
    },
    {
      "rfilename": "runtime/smoke.json"
    },
    {
      "rfilename": "runtime/source.json"
    },
    {
      "rfilename": "runtime/verification.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "gguf",
    "qwengram",
    "external-memory",
    "llama-cpp",
    "text-generation",
    "conversational",
    "base_model:Qwen/Qwen3.5-2B",
    "base_model:quantized:Qwen/Qwen3.5-2B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
downloads942
receipt
Source
GGUF quantisations
Its words
942
Read by
field:downloads
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-05 12:24 UTC
Original
open at the source
2026-10-02 12:01 UTC942
2026-09-29 09:50 UTC556
What the source handed over
{
  "_id": "6ab79e448f765b6dd919a2fb",
  "author": "Ninnix96",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-2B",
    "license": "apache-2.0",
    "pipeline_tag": "text-generation",
    "tags": [
      "gguf",
      "qwengram",
      "external-memory",
      "llama-cpp"
    ]
  },
  "createdAt": "2026-09-26T10:28:20.000Z",
  "downloads": 942,
  "gated": false,
  "id": "Ninnix96/Qwengram-2B",
  "lastModified": "2026-09-28T11:17:49.000Z",
  "likes": 4,
  "modelId": "Ninnix96/Qwengram-2B",
  "pipeline_tag": "text-generation",
  "private": false,
  "sha": "8eedd38bd5467b89cb7da9c9b1fe0b3839a61228",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "QwenGram-2B-BF16.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q4_K_M.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q6_K.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256.json"
    },
    {
      "rfilename": "arbiter.pt"
    },
    {
      "rfilename": "chat_template.jinja"
    },
    {
      "rfilename": "evaluation/10m/bootstrap.json"
    },
    {
      "rfilename": "evaluation/10m/eval-linear750.json"
    },
    {
      "rfilename": "evaluation/10m/eval-raw-10m.json"
    },
    {
      "rfilename": "evaluation/10m/eval-stock.json"
    },
    {
      "rfilename": "evaluation/10m/qwengram-2b-10m-linear750-comparison.log"
    },
    {
      "rfilename": "evaluation/10m/stock-reproduction.json"
    },
    {
      "rfilename": "evaluation/10m/summary.json"
    },
    {
      "rfilename": "evaluation/README.md"
    },
    {
      "rfilename": "evaluation/arb-bootstrap.json"
    },
    {
      "rfilename": "evaluation/arb-eval-linear750.json"
    },
    {
      "rfilename": "evaluation/arb-eval-raw-15m.json"
    },
    {
      "rfilename": "evaluation/arb-eval-stock.json"
    },
    {
      "rfilename": "evaluation/decision-original-15m.md"
    },
    {
      "rfilename": "evaluation/evaluation-streams.json"
    },
    {
      "rfilename": "evaluation/metrics.md"
    },
    {
      "rfilename": "evaluation/milestone-artifact-shas.json"
    },
    {
      "rfilename": "evaluation/milestone-comparison.json"
    },
    {
      "rfilename": "evaluation/milestone-decision.md"
    },
    {
      "rfilename": "evaluation/milestone-milestone-provenance.json"
    },
    {
      "rfilename": "evaluation/milestone-persistence-verification.json"
    },
    {
      "rfilename": "evaluation/milestone-protocol.json"
    },
    {
      "rfilename": "qwengram-2b.json"
    },
    {
      "rfilename": "qwengram_2b.png"
    },
    {
      "rfilename": "reader.safetensors"
    },
    {
      "rfilename": "runtime/README.md"
    },
    {
      "rfilename": "runtime/analyze.py"
    },
    {
      "rfilename": "runtime/llama-qwengram-2b.patch"
    },
    {
      "rfilename": "runtime/logs/build-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/convert-stock.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/smoke-08b-regression.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-invalid-ple.log"
    },
    {
      "rfilename": "runtime/logs/smoke-missing-ple.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/stock-q8.run.json"
    },
    {
      "rfilename": "runtime/packaging.json"
    },
    {
      "rfilename": "runtime/q6-smoke.json"
    },
    {
      "rfilename": "runtime/q6-verification.json"
    },
    {
      "rfilename": "runtime/results.json"
    },
    {
      "rfilename": "runtime/sidecar-validation.json"
    },
    {
      "rfilename": "runtime/smoke.json"
    },
    {
      "rfilename": "runtime/source.json"
    },
    {
      "rfilename": "runtime/verification.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "gguf",
    "qwengram",
    "external-memory",
    "llama-cpp",
    "text-generation",
    "conversational",
    "base_model:Qwen/Qwen3.5-2B",
    "base_model:quantized:Qwen/Qwen3.5-2B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
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
2026-10-05 12:24 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab79e448f765b6dd919a2fb",
  "author": "Ninnix96",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-2B",
    "license": "apache-2.0",
    "pipeline_tag": "text-generation",
    "tags": [
      "gguf",
      "qwengram",
      "external-memory",
      "llama-cpp"
    ]
  },
  "createdAt": "2026-09-26T10:28:20.000Z",
  "downloads": 942,
  "gated": false,
  "id": "Ninnix96/Qwengram-2B",
  "lastModified": "2026-09-28T11:17:49.000Z",
  "likes": 4,
  "modelId": "Ninnix96/Qwengram-2B",
  "pipeline_tag": "text-generation",
  "private": false,
  "sha": "8eedd38bd5467b89cb7da9c9b1fe0b3839a61228",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "QwenGram-2B-BF16.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q4_K_M.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q6_K.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256.json"
    },
    {
      "rfilename": "arbiter.pt"
    },
    {
      "rfilename": "chat_template.jinja"
    },
    {
      "rfilename": "evaluation/10m/bootstrap.json"
    },
    {
      "rfilename": "evaluation/10m/eval-linear750.json"
    },
    {
      "rfilename": "evaluation/10m/eval-raw-10m.json"
    },
    {
      "rfilename": "evaluation/10m/eval-stock.json"
    },
    {
      "rfilename": "evaluation/10m/qwengram-2b-10m-linear750-comparison.log"
    },
    {
      "rfilename": "evaluation/10m/stock-reproduction.json"
    },
    {
      "rfilename": "evaluation/10m/summary.json"
    },
    {
      "rfilename": "evaluation/README.md"
    },
    {
      "rfilename": "evaluation/arb-bootstrap.json"
    },
    {
      "rfilename": "evaluation/arb-eval-linear750.json"
    },
    {
      "rfilename": "evaluation/arb-eval-raw-15m.json"
    },
    {
      "rfilename": "evaluation/arb-eval-stock.json"
    },
    {
      "rfilename": "evaluation/decision-original-15m.md"
    },
    {
      "rfilename": "evaluation/evaluation-streams.json"
    },
    {
      "rfilename": "evaluation/metrics.md"
    },
    {
      "rfilename": "evaluation/milestone-artifact-shas.json"
    },
    {
      "rfilename": "evaluation/milestone-comparison.json"
    },
    {
      "rfilename": "evaluation/milestone-decision.md"
    },
    {
      "rfilename": "evaluation/milestone-milestone-provenance.json"
    },
    {
      "rfilename": "evaluation/milestone-persistence-verification.json"
    },
    {
      "rfilename": "evaluation/milestone-protocol.json"
    },
    {
      "rfilename": "qwengram-2b.json"
    },
    {
      "rfilename": "qwengram_2b.png"
    },
    {
      "rfilename": "reader.safetensors"
    },
    {
      "rfilename": "runtime/README.md"
    },
    {
      "rfilename": "runtime/analyze.py"
    },
    {
      "rfilename": "runtime/llama-qwengram-2b.patch"
    },
    {
      "rfilename": "runtime/logs/build-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/convert-stock.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/smoke-08b-regression.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-invalid-ple.log"
    },
    {
      "rfilename": "runtime/logs/smoke-missing-ple.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/stock-q8.run.json"
    },
    {
      "rfilename": "runtime/packaging.json"
    },
    {
      "rfilename": "runtime/q6-smoke.json"
    },
    {
      "rfilename": "runtime/q6-verification.json"
    },
    {
      "rfilename": "runtime/results.json"
    },
    {
      "rfilename": "runtime/sidecar-validation.json"
    },
    {
      "rfilename": "runtime/smoke.json"
    },
    {
      "rfilename": "runtime/source.json"
    },
    {
      "rfilename": "runtime/verification.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "gguf",
    "qwengram",
    "external-memory",
    "llama-cpp",
    "text-generation",
    "conversational",
    "base_model:Qwen/Qwen3.5-2B",
    "base_model:quantized:Qwen/Qwen3.5-2B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}
likes4
receipt
Source
GGUF quantisations
Its words
4
Read by
field:likes
Said since
2026-10-02 12:01 UTC
Last answered
2026-10-05 12:24 UTC
Original
open at the source
2026-10-02 12:01 UTC4
2026-09-29 09:50 UTC3
What the source handed over
{
  "_id": "6ab79e448f765b6dd919a2fb",
  "author": "Ninnix96",
  "cardData": {
    "base_model": "Qwen/Qwen3.5-2B",
    "license": "apache-2.0",
    "pipeline_tag": "text-generation",
    "tags": [
      "gguf",
      "qwengram",
      "external-memory",
      "llama-cpp"
    ]
  },
  "createdAt": "2026-09-26T10:28:20.000Z",
  "downloads": 942,
  "gated": false,
  "id": "Ninnix96/Qwengram-2B",
  "lastModified": "2026-09-28T11:17:49.000Z",
  "likes": 4,
  "modelId": "Ninnix96/Qwengram-2B",
  "pipeline_tag": "text-generation",
  "private": false,
  "sha": "8eedd38bd5467b89cb7da9c9b1fe0b3839a61228",
  "siblings": [
    {
      "rfilename": ".gitattributes"
    },
    {
      "rfilename": "LICENSE"
    },
    {
      "rfilename": "QwenGram-2B-BF16.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q4_K_M.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q6_K.gguf"
    },
    {
      "rfilename": "QwenGram-2B-Q8_0.gguf"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "SHA256.json"
    },
    {
      "rfilename": "arbiter.pt"
    },
    {
      "rfilename": "chat_template.jinja"
    },
    {
      "rfilename": "evaluation/10m/bootstrap.json"
    },
    {
      "rfilename": "evaluation/10m/eval-linear750.json"
    },
    {
      "rfilename": "evaluation/10m/eval-raw-10m.json"
    },
    {
      "rfilename": "evaluation/10m/eval-stock.json"
    },
    {
      "rfilename": "evaluation/10m/qwengram-2b-10m-linear750-comparison.log"
    },
    {
      "rfilename": "evaluation/10m/stock-reproduction.json"
    },
    {
      "rfilename": "evaluation/10m/summary.json"
    },
    {
      "rfilename": "evaluation/README.md"
    },
    {
      "rfilename": "evaluation/arb-bootstrap.json"
    },
    {
      "rfilename": "evaluation/arb-eval-linear750.json"
    },
    {
      "rfilename": "evaluation/arb-eval-raw-15m.json"
    },
    {
      "rfilename": "evaluation/arb-eval-stock.json"
    },
    {
      "rfilename": "evaluation/decision-original-15m.md"
    },
    {
      "rfilename": "evaluation/evaluation-streams.json"
    },
    {
      "rfilename": "evaluation/metrics.md"
    },
    {
      "rfilename": "evaluation/milestone-artifact-shas.json"
    },
    {
      "rfilename": "evaluation/milestone-comparison.json"
    },
    {
      "rfilename": "evaluation/milestone-decision.md"
    },
    {
      "rfilename": "evaluation/milestone-milestone-provenance.json"
    },
    {
      "rfilename": "evaluation/milestone-persistence-verification.json"
    },
    {
      "rfilename": "evaluation/milestone-protocol.json"
    },
    {
      "rfilename": "qwengram-2b.json"
    },
    {
      "rfilename": "qwengram_2b.png"
    },
    {
      "rfilename": "reader.safetensors"
    },
    {
      "rfilename": "runtime/README.md"
    },
    {
      "rfilename": "runtime/analyze.py"
    },
    {
      "rfilename": "runtime/llama-qwengram-2b.patch"
    },
    {
      "rfilename": "runtime/logs/build-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/convert-stock.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/quant-stock-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.log"
    },
    {
      "rfilename": "runtime/logs/qwengram-q8.run.json"
    },
    {
      "rfilename": "runtime/logs/smoke-08b-regression.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-BF16-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q4_K_M-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q6_K-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-cpu.log"
    },
    {
      "rfilename": "runtime/logs/smoke-Q8_0-vulkan.log"
    },
    {
      "rfilename": "runtime/logs/smoke-invalid-ple.log"
    },
    {
      "rfilename": "runtime/logs/smoke-missing-ple.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.log"
    },
    {
      "rfilename": "runtime/logs/stock-bf16.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q4.log"
    },
    {
      "rfilename": "runtime/logs/stock-q4.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q6.log"
    },
    {
      "rfilename": "runtime/logs/stock-q6.run.json"
    },
    {
      "rfilename": "runtime/logs/stock-q8.log"
    },
    {
      "rfilename": "runtime/logs/stock-q8.run.json"
    },
    {
      "rfilename": "runtime/packaging.json"
    },
    {
      "rfilename": "runtime/q6-smoke.json"
    },
    {
      "rfilename": "runtime/q6-verification.json"
    },
    {
      "rfilename": "runtime/results.json"
    },
    {
      "rfilename": "runtime/sidecar-validation.json"
    },
    {
      "rfilename": "runtime/smoke.json"
    },
    {
      "rfilename": "runtime/source.json"
    },
    {
      "rfilename": "runtime/verification.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    }
  ],
  "tags": [
    "gguf",
    "qwengram",
    "external-memory",
    "llama-cpp",
    "text-generation",
    "conversational",
    "base_model:Qwen/Qwen3.5-2B",
    "base_model:quantized:Qwen/Qwen3.5-2B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us"
  ]
}

Text

This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/Ninnix96/Qwengram-2B.