commit 07835ce21629e405679d6ac3bb5cc1c951f71f88 Author: ModelHub XC Date: Wed Jun 17 18:41:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..11f8f69 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Bio-Medical-Llama-3-8B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Bio-Medical-Llama-3-8B.i1-IQ1_M.gguf b/Bio-Medical-Llama-3-8B.i1-IQ1_M.gguf new file mode 100644 index 0000000..bff566e --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68fbad1e78227b22ef8b3a856e86b7ae41b643b5f6e327fc045a1ad95fab3df1 +size 2161972960 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ1_S.gguf b/Bio-Medical-Llama-3-8B.i1-IQ1_S.gguf new file mode 100644 index 0000000..77353ec --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccdb7c1d4793a8571be16f422b983a3b836416ed8c43330bc959f475b61a30ed +size 2019628768 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ2_M.gguf b/Bio-Medical-Llama-3-8B.i1-IQ2_M.gguf new file mode 100644 index 0000000..0d91174 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:122bbeebb5fae6a5c6fdc17dcca2a669f39d52023b9414fd9032aebcbcdfa0d2 +size 2948282080 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ2_S.gguf b/Bio-Medical-Llama-3-8B.i1-IQ2_S.gguf new file mode 100644 index 0000000..9f22e06 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7d90d8d8c244631995123869be6d60b30ea4e4fba6d3f19aa55f268c3e1caf4 +size 2758489824 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ2_XS.gguf b/Bio-Medical-Llama-3-8B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..cc4969b --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f507e3468830cfe7458cde58add9293e4337ce41ea500abcd60658596d339f1 +size 2605782752 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ2_XXS.gguf b/Bio-Medical-Llama-3-8B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..0d02f0b --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db9e545fb34bbb5fe66a5266cd125cda71c6376e2baa0c6d86cde4a67e972a24 +size 2399213280 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ3_M.gguf b/Bio-Medical-Llama-3-8B.i1-IQ3_M.gguf new file mode 100644 index 0000000..0306281 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0027a79a226f6dd573979f38f9cc93fd94bc617fc224f2f20fd37ec755bad1b1 +size 3784824544 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ3_S.gguf b/Bio-Medical-Llama-3-8B.i1-IQ3_S.gguf new file mode 100644 index 0000000..61d70c2 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b45b1036de03948b1517d7fe47199764b62d4371222537e78a1b119848f00d4a +size 3682326240 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ3_XS.gguf b/Bio-Medical-Llama-3-8B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..4dfb4d6 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bef316aa8813dbb32997692aaabfc717c9b0d5a2faa4f581ebe124b59cf32bf +size 3518748384 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ3_XXS.gguf b/Bio-Medical-Llama-3-8B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..8acf2b2 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:566cd09a7480b1adfa89f4484b90f4d66d23f5a7010468f0864ebdd7763d6b50 +size 3274913504 diff --git a/Bio-Medical-Llama-3-8B.i1-IQ4_XS.gguf b/Bio-Medical-Llama-3-8B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..22cd093 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9782d5e3f6f50e3e8d629cc575221f3d14d14c510019bbe631ffc1ac9f0eb89 +size 4447663840 diff --git a/Bio-Medical-Llama-3-8B.i1-Q2_K.gguf b/Bio-Medical-Llama-3-8B.i1-Q2_K.gguf new file mode 100644 index 0000000..f765855 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a752b8291fd21ce7a4354ac39c95e286d3fd7d7b480f4cc27ae4b38601f0315 +size 3179132640 diff --git a/Bio-Medical-Llama-3-8B.i1-Q3_K_L.gguf b/Bio-Medical-Llama-3-8B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..3c5a196 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3eee9372a4dd67049e86816e4626a39c20a484f4d60c187ee00a1cc9b24fb473 +size 4321957600 diff --git a/Bio-Medical-Llama-3-8B.i1-Q3_K_M.gguf b/Bio-Medical-Llama-3-8B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..c997fc0 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47388e44294d2ea4e658f17e5cb467056d8b16d5a532f2f3498c5e87345bb76f +size 4018919136 diff --git a/Bio-Medical-Llama-3-8B.i1-Q3_K_S.gguf b/Bio-Medical-Llama-3-8B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..ce4bdae --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7f11e9c08159dd5353d2a2aaf70934148c29a608c13537dbe8c77b0432fe3de +size 3664500448 diff --git a/Bio-Medical-Llama-3-8B.i1-Q4_0.gguf b/Bio-Medical-Llama-3-8B.i1-Q4_0.gguf new file mode 100644 index 0000000..82d57cd --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdffd1de87e29fff40777cd28041fef822d46573314a1237185d956593b23d08 +size 4675892960 diff --git a/Bio-Medical-Llama-3-8B.i1-Q4_K_M.gguf b/Bio-Medical-Llama-3-8B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..e67232d --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a32b516ea981c054ab74f8231cb483e84de13e6e632561ce2f68c49513ba89f6 +size 4920735456 diff --git a/Bio-Medical-Llama-3-8B.i1-Q4_K_S.gguf b/Bio-Medical-Llama-3-8B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..3276960 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ee0503b7bf6c42ff7e4cb964d3abb06ede85feec51289832d5df11bdb3735b4 +size 4692670176 diff --git a/Bio-Medical-Llama-3-8B.i1-Q5_K_M.gguf b/Bio-Medical-Llama-3-8B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..9f06666 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b5e0beba9d2f7aee4092c4631bf23459d9dc6c86be8367bb3dba13e9447be7a +size 5732988640 diff --git a/Bio-Medical-Llama-3-8B.i1-Q5_K_S.gguf b/Bio-Medical-Llama-3-8B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..087317f --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b539c23ce9bf0cd11060a154b2fda0496aaf5eccf4c26ffbe10a377e236ed42b +size 5599295200 diff --git a/Bio-Medical-Llama-3-8B.i1-Q6_K.gguf b/Bio-Medical-Llama-3-8B.i1-Q6_K.gguf new file mode 100644 index 0000000..d8aeea2 --- /dev/null +++ b/Bio-Medical-Llama-3-8B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:009209ea343c43bf61f5b5108357c1a9042478bc0d16d61ce85dc707ff1eeac0 +size 6596007648 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ed71cee --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: ContactDoctor/Bio-Medical-Llama-3-8B +datasets: +- collaiborateorg/BioMedData +language: +- en +library_name: transformers +license: other +quantized_by: mradermacher +tags: +- generated_from_trainer +- medical +- Healthcare & Lifesciences +- BioMed +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/ContactDoctor/Bio-Medical-Llama-3-8B + + +static quants are available at https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-GGUF +## 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/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Bio-Medical-Llama-3-8B-i1-GGUF/resolve/main/Bio-Medical-Llama-3-8B.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..9428bf5 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:306dcce94b49182f11050b914b51a2160036fa3576f694a20e770d1334b626ca +size 4988157