commit 8c98b1913aeead076ed1f0588020ccef99618460 Author: ModelHub XC Date: Wed Jun 24 21:43:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bace6fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.f16.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama3.2-3b-Instruct-ClinicalSurgery.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.IQ4_XS.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.IQ4_XS.gguf new file mode 100644 index 0000000..85e0ad5 --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4df2ac223a5d4236eb4d3291f500ccf2ab7ec571243026854ea24f12b9a3f480 +size 1840907456 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q2_K.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q2_K.gguf new file mode 100644 index 0000000..f42e1fe --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f14481211902fa6a01b84a4382a371dba7959957cdb0952b5dad58027456b9c1 +size 1363936448 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_L.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_L.gguf new file mode 100644 index 0000000..7e3fdec --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80dca6e5ec4d2f9bf57fb920a35c498f756cc9cb5c9c3dad6443e1b89bee26bb +size 1815348416 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_M.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_M.gguf new file mode 100644 index 0000000..930bd24 --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e6869b9f8c10676d3c513977be0988260d3f05d37e2e1960a74f4ac339c62d2 +size 1687160000 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_S.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_S.gguf new file mode 100644 index 0000000..4bfd5a4 --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b362c555c86a08c4b474ff4659e3ed043420c36cc245552e9440a60d6fdc1083 +size 1542849728 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_0_4_4.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_0_4_4.gguf new file mode 100644 index 0000000..dcb0186 --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0feb52e02575cf3e1dcb61d90ae7cb3a85214ab6bc16ecb5445cadd028131d6f +size 1917191360 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_M.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_M.gguf new file mode 100644 index 0000000..2c9735f --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b184c47b362717bab763e0c02527e6759ab188c7f817ac0a654972e401f7b1b6 +size 2019378368 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_S.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_S.gguf new file mode 100644 index 0000000..0c9999c --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31efb0d606aa47a95f54cba4928c07930b7e42ea85fab97ec42a150b26eb21c4 +size 1928201408 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_M.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_M.gguf new file mode 100644 index 0000000..a1a2534 --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dd9f61ca7be8f8c005c8aca58b8c636af1e60a1847d86f56bb72ee69382fd76 +size 2322154688 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_S.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_S.gguf new file mode 100644 index 0000000..f58e6cf --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:559bcffd81f7741b134ff3a3fa8633b70db01f0a93b30ac6bdd305348bc23dd8 +size 2269512896 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q6_K.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q6_K.gguf new file mode 100644 index 0000000..f219306 --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3b60fa40402eba5033a284ba627fd478d1b5000921b233c4cd3f7f83e5bad46 +size 2643854528 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.Q8_0.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.Q8_0.gguf new file mode 100644 index 0000000..b785aae --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d25cc73c4a2fa097ca6788b384ae7380b6e3197901e54359e5d18504c89ccaa +size 3421899968 diff --git a/Llama3.2-3b-Instruct-ClinicalSurgery.f16.gguf b/Llama3.2-3b-Instruct-ClinicalSurgery.f16.gguf new file mode 100644 index 0000000..812312e --- /dev/null +++ b/Llama3.2-3b-Instruct-ClinicalSurgery.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f705a483b85b7da99524eee496315631097593a372c92c3d2996eac8e1133e0d +size 6433688768 diff --git a/README.md b/README.md new file mode 100644 index 0000000..907e635 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: vishal042002/Llama3.2-3b-Instruct-ClinicalSurgery +datasets: +- vishal042002/Clinical-surgery +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- medical +- Book2Data +- finetune +- Ragbased-q&a +- safetensors +--- +## About + + + + + + +static quants of https://huggingface.co/vishal042002/Llama3.2-3b-Instruct-ClinicalSurgery + + +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/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_0_4_4.gguf) | Q4_0_4_4 | 2.0 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Llama3.2-3b-Instruct-ClinicalSurgery-GGUF/resolve/main/Llama3.2-3b-Instruct-ClinicalSurgery.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. + +