commit c6099ca372009f40fc2824c3bd1846d7f75d060d Author: ModelHub XC Date: Thu Jun 25 02:56:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5e4730e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +MedicalQA-Llama-3.2-3B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MedicalQA-Llama-3.2-3B-Instruct.IQ4_XS.gguf b/MedicalQA-Llama-3.2-3B-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..cdf1b7c --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b67ee05502b2022338d3358a2950a8a53da236ae2a8f838222b72b249b10ea49 +size 1840907392 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q2_K.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q2_K.gguf new file mode 100644 index 0000000..a64b7e7 --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f09d902446864875b7c2bd919d687858e2220470bb932c70b75b9f2a8e853e19 +size 1363936384 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_L.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..22e6ed7 --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a33344d35efafb397078e7b9def7fc45b2b4517f8b12a916195ca0457cde6099 +size 1815348352 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_M.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..fc17db0 --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41be8a76872d646317ca2510b20035880cec1f6f9e9a4231f22123f67f308d26 +size 1687159936 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_S.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..457889c --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ee752ab4b19653c3691f339849b0b0806ee7d922392b40d127d6cbd398a568f +size 1542849664 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_M.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..896bd9d --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3bb5bc185013a2254273b1948ecd9e262490bc79920c927e5522b6eed9ad9dd +size 2019378304 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_S.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..26b1b1d --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76c1ad8b932dc01449b346d53c8d285eeb9805820b1f921c20337af208d82607 +size 1928201344 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_M.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..4e27554 --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc743125b8cdb2a181824457739c4c8bea4f1b8d84a834c128d22b7e22c085b1 +size 2322154624 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_S.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..42691e7 --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b244820b71a600d06e9a1eff990ccbf5949e94748b95df9ccdc1c086dc02f9e0 +size 2269512832 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q6_K.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q6_K.gguf new file mode 100644 index 0000000..0235219 --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9afcd9d1cfedcd6a84116cecb2ca4449780648fe5f865173fed691f6edb5f1db +size 2643854464 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.Q8_0.gguf b/MedicalQA-Llama-3.2-3B-Instruct.Q8_0.gguf new file mode 100644 index 0000000..910605e --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a1cd003f8b2a3ede2fa74db8a606b2a9be4e6208a6a8dcf50655402ff7615a1 +size 3421899904 diff --git a/MedicalQA-Llama-3.2-3B-Instruct.f16.gguf b/MedicalQA-Llama-3.2-3B-Instruct.f16.gguf new file mode 100644 index 0000000..5a4982c --- /dev/null +++ b/MedicalQA-Llama-3.2-3B-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:414feb3bc4cba2c1f29c28dd4a34de710bdeab46bb7d50094e658572eadea8a0 +size 6433688704 diff --git a/README.md b/README.md new file mode 100644 index 0000000..20eb98f --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: neotran/MedicalQA-Llama-3.2-3B-Instruct +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- grpo +--- +## About + + + + + + +static quants of https://huggingface.co/neotran/MedicalQA-Llama-3.2-3B-Instruct + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/MedicalQA-Llama-3.2-3B-Instruct-GGUF/resolve/main/MedicalQA-Llama-3.2-3B-Instruct.f16.gguf) | f16 | 6.5 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + +