From 5ee1d14e9d4b9a0ea47060da810a9771b3db720a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 8 Jul 2026 02:57:09 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/BioinspiredZephyr-7B-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++++ BioinspiredZephyr-7B.IQ4_XS.gguf | 3 ++ BioinspiredZephyr-7B.Q2_K.gguf | 3 ++ BioinspiredZephyr-7B.Q3_K_L.gguf | 3 ++ BioinspiredZephyr-7B.Q3_K_M.gguf | 3 ++ BioinspiredZephyr-7B.Q3_K_S.gguf | 3 ++ BioinspiredZephyr-7B.Q4_0_4_4.gguf | 3 ++ BioinspiredZephyr-7B.Q4_K_M.gguf | 3 ++ BioinspiredZephyr-7B.Q4_K_S.gguf | 3 ++ BioinspiredZephyr-7B.Q5_K_M.gguf | 3 ++ BioinspiredZephyr-7B.Q5_K_S.gguf | 3 ++ BioinspiredZephyr-7B.Q6_K.gguf | 3 ++ BioinspiredZephyr-7B.Q8_0.gguf | 3 ++ BioinspiredZephyr-7B.f16.gguf | 3 ++ README.md | 65 ++++++++++++++++++++++++++++++ 15 files changed, 152 insertions(+) create mode 100644 .gitattributes create mode 100644 BioinspiredZephyr-7B.IQ4_XS.gguf create mode 100644 BioinspiredZephyr-7B.Q2_K.gguf create mode 100644 BioinspiredZephyr-7B.Q3_K_L.gguf create mode 100644 BioinspiredZephyr-7B.Q3_K_M.gguf create mode 100644 BioinspiredZephyr-7B.Q3_K_S.gguf create mode 100644 BioinspiredZephyr-7B.Q4_0_4_4.gguf create mode 100644 BioinspiredZephyr-7B.Q4_K_M.gguf create mode 100644 BioinspiredZephyr-7B.Q4_K_S.gguf create mode 100644 BioinspiredZephyr-7B.Q5_K_M.gguf create mode 100644 BioinspiredZephyr-7B.Q5_K_S.gguf create mode 100644 BioinspiredZephyr-7B.Q6_K.gguf create mode 100644 BioinspiredZephyr-7B.Q8_0.gguf create mode 100644 BioinspiredZephyr-7B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..35c7251 --- /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 +BioinspiredZephyr-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +BioinspiredZephyr-7B.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/BioinspiredZephyr-7B.IQ4_XS.gguf b/BioinspiredZephyr-7B.IQ4_XS.gguf new file mode 100644 index 0000000..207edc6 --- /dev/null +++ b/BioinspiredZephyr-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3d442998b5c1d9dc6ecc2d5223a391dfcbb35dd60bb2ba6373ff9fe47fdd54a +size 3944389600 diff --git a/BioinspiredZephyr-7B.Q2_K.gguf b/BioinspiredZephyr-7B.Q2_K.gguf new file mode 100644 index 0000000..f72ebd6 --- /dev/null +++ b/BioinspiredZephyr-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0293166ba007e1276b61a5dd5d93e2aff8e92d4c1e7f8e51e3e88d7f3f46baff +size 2719243232 diff --git a/BioinspiredZephyr-7B.Q3_K_L.gguf b/BioinspiredZephyr-7B.Q3_K_L.gguf new file mode 100644 index 0000000..36592ab --- /dev/null +++ b/BioinspiredZephyr-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81e2e4a544f73481bf6b86582c2916f3031e1e31819a86fc32100e124d4cf24c +size 3822025696 diff --git a/BioinspiredZephyr-7B.Q3_K_M.gguf b/BioinspiredZephyr-7B.Q3_K_M.gguf new file mode 100644 index 0000000..903e2e5 --- /dev/null +++ b/BioinspiredZephyr-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1348bc3bea97457d01f0a2fccc67ca8b0e61735e3a80648c6521b643e7aa48cf +size 3518987232 diff --git a/BioinspiredZephyr-7B.Q3_K_S.gguf b/BioinspiredZephyr-7B.Q3_K_S.gguf new file mode 100644 index 0000000..2f9dfce --- /dev/null +++ b/BioinspiredZephyr-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cbe08ddc05e5aa940419acdd03ba7a58f15a4eb8e1bd2ff9ae2986374feb7982 +size 3164568544 diff --git a/BioinspiredZephyr-7B.Q4_0_4_4.gguf b/BioinspiredZephyr-7B.Q4_0_4_4.gguf new file mode 100644 index 0000000..3a8d5d6 --- /dev/null +++ b/BioinspiredZephyr-7B.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:791cf874060b341c9389e20ed3dea083afe11b9145ff6e7c545be403177f2a1c +size 4108917728 diff --git a/BioinspiredZephyr-7B.Q4_K_M.gguf b/BioinspiredZephyr-7B.Q4_K_M.gguf new file mode 100644 index 0000000..ae8e103 --- /dev/null +++ b/BioinspiredZephyr-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:86c1d50d5acb2fdd715aa59221077c7b90a884f284333ce42a4121294d27095a +size 4368440288 diff --git a/BioinspiredZephyr-7B.Q4_K_S.gguf b/BioinspiredZephyr-7B.Q4_K_S.gguf new file mode 100644 index 0000000..01b8b20 --- /dev/null +++ b/BioinspiredZephyr-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a809ead37c83b17fed14b369be1a49c2b7bd08e1435841fe05d77c053bf79d73 +size 4140375008 diff --git a/BioinspiredZephyr-7B.Q5_K_M.gguf b/BioinspiredZephyr-7B.Q5_K_M.gguf new file mode 100644 index 0000000..07f71e0 --- /dev/null +++ b/BioinspiredZephyr-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:763112eb65f2ce8115cede5f555bf42c7e6542303a7216acf8ad37f05e39b2a5 +size 5131410400 diff --git a/BioinspiredZephyr-7B.Q5_K_S.gguf b/BioinspiredZephyr-7B.Q5_K_S.gguf new file mode 100644 index 0000000..614c972 --- /dev/null +++ b/BioinspiredZephyr-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef6191f075d5012a77c4f1a6b8667ca0115cd5f9201468d8a7baef7e0f124c33 +size 4997716960 diff --git a/BioinspiredZephyr-7B.Q6_K.gguf b/BioinspiredZephyr-7B.Q6_K.gguf new file mode 100644 index 0000000..0ee166a --- /dev/null +++ b/BioinspiredZephyr-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdf3692903c6461bdff8d9dd5fdf572376e6189b2f61aaf3acf569b8bf0cbd49 +size 5942066144 diff --git a/BioinspiredZephyr-7B.Q8_0.gguf b/BioinspiredZephyr-7B.Q8_0.gguf new file mode 100644 index 0000000..ed9b241 --- /dev/null +++ b/BioinspiredZephyr-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:259bcd72568bd3ed736d2ae6a0dabc4ba865708f173750914469b04a449a2c50 +size 7695858656 diff --git a/BioinspiredZephyr-7B.f16.gguf b/BioinspiredZephyr-7B.f16.gguf new file mode 100644 index 0000000..334be10 --- /dev/null +++ b/BioinspiredZephyr-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1225a2e14c7c868f6f156382601862f14d67fca4df7ae2a7a70f3ea3dd769fae +size 14484732896 diff --git a/README.md b/README.md new file mode 100644 index 0000000..205c296 --- /dev/null +++ b/README.md @@ -0,0 +1,65 @@ +--- +base_model: lamm-mit/BioinspiredZephyr-7B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/lamm-mit/BioinspiredZephyr-7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/BioinspiredZephyr-7B-i1-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/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/BioinspiredZephyr-7B-GGUF/resolve/main/BioinspiredZephyr-7B.f16.gguf) | f16 | 14.6 | 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. + +