Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth

zetlyn/models-gguf quantisation gguf Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth hf meta-llama/Llama-3.2-3B-Instruct known 2026-09-14

https://huggingface.co/Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth

Properties

author	Shankarblr receipt Source GGUF quantisations Its words `Shankarblr` 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": "6aa739b382b01847860448d1", "author": "Shankarblr", "cardData": { "base_model": "meta-llama/Llama-3.2-3B-Instruct", "base_model_relation": "finetune", "language": [ "en" ], "library_name": "transformers", "license": "llama3.2", "metrics": [ "loss" ], "model-index": [ { "name": "Llama-3.2-3B-Unsloth-Instruct", "results": [ { "dataset": { "name": "private ChatML SFT mix (10% holdout)", "split": "test", "type": "json" }, "metrics": [ { "name": "Eval loss (epoch 3)", "type": "loss", "value": 0.1614, "verified": false }, { "name": "Eval loss (epoch 2)", "type": "loss", "value": 0.1934, "verified": false }, { "name": "Eval loss (epoch 1)", "type": "loss", "value": 0.3627, "verified": false } ], "task": { "name": "Causal language modeling (teacher-forced eval)", "type": "text-generation" } } ] } ], "pipeline_tag": "text-generation", "tags": [ "llama", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide" ] }, "createdAt": "2026-09-14T00:02:59.000Z", "downloads": 5792, "gated": false, "id": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "lastModified": "2026-09-15T15:20:42.000Z", "library_name": "transformers", "likes": 1, "modelId": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "pipeline_tag": "text-generation", "private": false, "sha": "7d25743cfe34a261ceec61bf49c01ab80aac7685", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00002.safetensors" }, { "rfilename": "model-00002-of-00002.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "tags": [ "transformers", "safetensors", "llama", "text-generation", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide", "conversational", "en", "base_model:meta-llama/Llama-3.2-3B-Instruct", "base_model:finetune:meta-llama/Llama-3.2-3B-Instruct", "license:llama3.2", "model-index", "text-generation-inference", "endpoints_compatible", "region:us" ] }
base	meta-llama/Llama-3.2-3B-Instruct receipt Source GGUF quantisations Its words `meta-llama/Llama-3.2-3B-Instruct` 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": "6aa739b382b01847860448d1", "author": "Shankarblr", "cardData": { "base_model": "meta-llama/Llama-3.2-3B-Instruct", "base_model_relation": "finetune", "language": [ "en" ], "library_name": "transformers", "license": "llama3.2", "metrics": [ "loss" ], "model-index": [ { "name": "Llama-3.2-3B-Unsloth-Instruct", "results": [ { "dataset": { "name": "private ChatML SFT mix (10% holdout)", "split": "test", "type": "json" }, "metrics": [ { "name": "Eval loss (epoch 3)", "type": "loss", "value": 0.1614, "verified": false }, { "name": "Eval loss (epoch 2)", "type": "loss", "value": 0.1934, "verified": false }, { "name": "Eval loss (epoch 1)", "type": "loss", "value": 0.3627, "verified": false } ], "task": { "name": "Causal language modeling (teacher-forced eval)", "type": "text-generation" } } ] } ], "pipeline_tag": "text-generation", "tags": [ "llama", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide" ] }, "createdAt": "2026-09-14T00:02:59.000Z", "downloads": 5792, "gated": false, "id": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "lastModified": "2026-09-15T15:20:42.000Z", "library_name": "transformers", "likes": 1, "modelId": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "pipeline_tag": "text-generation", "private": false, "sha": "7d25743cfe34a261ceec61bf49c01ab80aac7685", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00002.safetensors" }, { "rfilename": "model-00002-of-00002.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "tags": [ "transformers", "safetensors", "llama", "text-generation", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide", "conversational", "en", "base_model:meta-llama/Llama-3.2-3B-Instruct", "base_model:finetune:meta-llama/Llama-3.2-3B-Instruct", "license:llama3.2", "model-index", "text-generation-inference", "endpoints_compatible", "region:us" ] }
downloads	5792 receipt Source GGUF quantisations Its words `5792` 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": "6aa739b382b01847860448d1", "author": "Shankarblr", "cardData": { "base_model": "meta-llama/Llama-3.2-3B-Instruct", "base_model_relation": "finetune", "language": [ "en" ], "library_name": "transformers", "license": "llama3.2", "metrics": [ "loss" ], "model-index": [ { "name": "Llama-3.2-3B-Unsloth-Instruct", "results": [ { "dataset": { "name": "private ChatML SFT mix (10% holdout)", "split": "test", "type": "json" }, "metrics": [ { "name": "Eval loss (epoch 3)", "type": "loss", "value": 0.1614, "verified": false }, { "name": "Eval loss (epoch 2)", "type": "loss", "value": 0.1934, "verified": false }, { "name": "Eval loss (epoch 1)", "type": "loss", "value": 0.3627, "verified": false } ], "task": { "name": "Causal language modeling (teacher-forced eval)", "type": "text-generation" } } ] } ], "pipeline_tag": "text-generation", "tags": [ "llama", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide" ] }, "createdAt": "2026-09-14T00:02:59.000Z", "downloads": 5792, "gated": false, "id": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "lastModified": "2026-09-15T15:20:42.000Z", "library_name": "transformers", "likes": 1, "modelId": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "pipeline_tag": "text-generation", "private": false, "sha": "7d25743cfe34a261ceec61bf49c01ab80aac7685", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00002.safetensors" }, { "rfilename": "model-00002-of-00002.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "tags": [ "transformers", "safetensors", "llama", "text-generation", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide", "conversational", "en", "base_model:meta-llama/Llama-3.2-3B-Instruct", "base_model:finetune:meta-llama/Llama-3.2-3B-Instruct", "license:llama3.2", "model-index", "text-generation-inference", "endpoints_compatible", "region:us" ] }
licence	llama3.2 receipt Source GGUF quantisations Its words `llama3.2` 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": "6aa739b382b01847860448d1", "author": "Shankarblr", "cardData": { "base_model": "meta-llama/Llama-3.2-3B-Instruct", "base_model_relation": "finetune", "language": [ "en" ], "library_name": "transformers", "license": "llama3.2", "metrics": [ "loss" ], "model-index": [ { "name": "Llama-3.2-3B-Unsloth-Instruct", "results": [ { "dataset": { "name": "private ChatML SFT mix (10% holdout)", "split": "test", "type": "json" }, "metrics": [ { "name": "Eval loss (epoch 3)", "type": "loss", "value": 0.1614, "verified": false }, { "name": "Eval loss (epoch 2)", "type": "loss", "value": 0.1934, "verified": false }, { "name": "Eval loss (epoch 1)", "type": "loss", "value": 0.3627, "verified": false } ], "task": { "name": "Causal language modeling (teacher-forced eval)", "type": "text-generation" } } ] } ], "pipeline_tag": "text-generation", "tags": [ "llama", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide" ] }, "createdAt": "2026-09-14T00:02:59.000Z", "downloads": 5792, "gated": false, "id": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "lastModified": "2026-09-15T15:20:42.000Z", "library_name": "transformers", "likes": 1, "modelId": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "pipeline_tag": "text-generation", "private": false, "sha": "7d25743cfe34a261ceec61bf49c01ab80aac7685", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00002.safetensors" }, { "rfilename": "model-00002-of-00002.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "tags": [ "transformers", "safetensors", "llama", "text-generation", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide", "conversational", "en", "base_model:meta-llama/Llama-3.2-3B-Instruct", "base_model:finetune:meta-llama/Llama-3.2-3B-Instruct", "license:llama3.2", "model-index", "text-generation-inference", "endpoints_compatible", "region:us" ] }
likes	1 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": "6aa739b382b01847860448d1", "author": "Shankarblr", "cardData": { "base_model": "meta-llama/Llama-3.2-3B-Instruct", "base_model_relation": "finetune", "language": [ "en" ], "library_name": "transformers", "license": "llama3.2", "metrics": [ "loss" ], "model-index": [ { "name": "Llama-3.2-3B-Unsloth-Instruct", "results": [ { "dataset": { "name": "private ChatML SFT mix (10% holdout)", "split": "test", "type": "json" }, "metrics": [ { "name": "Eval loss (epoch 3)", "type": "loss", "value": 0.1614, "verified": false }, { "name": "Eval loss (epoch 2)", "type": "loss", "value": 0.1934, "verified": false }, { "name": "Eval loss (epoch 1)", "type": "loss", "value": 0.3627, "verified": false } ], "task": { "name": "Causal language modeling (teacher-forced eval)", "type": "text-generation" } } ] } ], "pipeline_tag": "text-generation", "tags": [ "llama", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide" ] }, "createdAt": "2026-09-14T00:02:59.000Z", "downloads": 5792, "gated": false, "id": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "lastModified": "2026-09-15T15:20:42.000Z", "library_name": "transformers", "likes": 1, "modelId": "Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth", "pipeline_tag": "text-generation", "private": false, "sha": "7d25743cfe34a261ceec61bf49c01ab80aac7685", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00002.safetensors" }, { "rfilename": "model-00002-of-00002.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "tags": [ "transformers", "safetensors", "llama", "text-generation", "llama-3.2", "unsloth", "qlora", "peft", "lora", "gguf", "semiconductor", "technical-writing", "product-brief", "datasheet", "user-guide", "conversational", "en", "base_model:meta-llama/Llama-3.2-3B-Instruct", "base_model:finetune:meta-llama/Llama-3.2-3B-Instruct", "license:llama3.2", "model-index", "text-generation-inference", "endpoints_compatible", "region:us" ] }

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This source's terms allow its title, its values and a link here, not its text. It is at https://huggingface.co/Shankarblr/Llama-3.2-3B-TechWriter-Instruct-Unsloth.