From 5b0b3ead0d3c24ac8d0c574457472d09eaa77c70 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 13 Jun 2026 00:52:15 +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/bosbos-2-7b-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++++++++ README.md | 66 +++++++++++++++++++++++++++++++++++++++++ bosbos-2-7b.IQ4_XS.gguf | 3 ++ bosbos-2-7b.Q2_K.gguf | 3 ++ bosbos-2-7b.Q3_K_L.gguf | 3 ++ bosbos-2-7b.Q3_K_M.gguf | 3 ++ bosbos-2-7b.Q3_K_S.gguf | 3 ++ bosbos-2-7b.Q4_K_M.gguf | 3 ++ bosbos-2-7b.Q4_K_S.gguf | 3 ++ bosbos-2-7b.Q5_K_M.gguf | 3 ++ bosbos-2-7b.Q5_K_S.gguf | 3 ++ bosbos-2-7b.Q6_K.gguf | 3 ++ bosbos-2-7b.Q8_0.gguf | 3 ++ bosbos-2-7b.f16.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 bosbos-2-7b.IQ4_XS.gguf create mode 100644 bosbos-2-7b.Q2_K.gguf create mode 100644 bosbos-2-7b.Q3_K_L.gguf create mode 100644 bosbos-2-7b.Q3_K_M.gguf create mode 100644 bosbos-2-7b.Q3_K_S.gguf create mode 100644 bosbos-2-7b.Q4_K_M.gguf create mode 100644 bosbos-2-7b.Q4_K_S.gguf create mode 100644 bosbos-2-7b.Q5_K_M.gguf create mode 100644 bosbos-2-7b.Q5_K_S.gguf create mode 100644 bosbos-2-7b.Q6_K.gguf create mode 100644 bosbos-2-7b.Q8_0.gguf create mode 100644 bosbos-2-7b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..806b73d --- /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 +bosbos-2-7b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.f16.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bosbos-2-7b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..bc2c946 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: bosbos/bosbos-2-7b +datasets: +- mlabonne/guanaco-llama2-1k +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/bosbos/bosbos-2-7b + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/bosbos-2-7b-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/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/bosbos-2-7b-GGUF/resolve/main/bosbos-2-7b.f16.gguf) | f16 | 13.6 | 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. 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/bosbos-2-7b.IQ4_XS.gguf b/bosbos-2-7b.IQ4_XS.gguf new file mode 100644 index 0000000..188ea78 --- /dev/null +++ b/bosbos-2-7b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eeb7fc643c6b201febda72f7a4c8bfdb38aa29c17f9e065a20034d728673ceaf +size 3647517504 diff --git a/bosbos-2-7b.Q2_K.gguf b/bosbos-2-7b.Q2_K.gguf new file mode 100644 index 0000000..05040c3 --- /dev/null +++ b/bosbos-2-7b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db090869522bc62c20963286dc4ae8f2eafe8bd87ca43bd38fd148fab88c43be +size 2532864832 diff --git a/bosbos-2-7b.Q3_K_L.gguf b/bosbos-2-7b.Q3_K_L.gguf new file mode 100644 index 0000000..7523e2b --- /dev/null +++ b/bosbos-2-7b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:886574f77bb90647f732d066ed821fe060b96ef50d459966ebb73c72fbc933fc +size 3597112128 diff --git a/bosbos-2-7b.Q3_K_M.gguf b/bosbos-2-7b.Q3_K_M.gguf new file mode 100644 index 0000000..e55101d --- /dev/null +++ b/bosbos-2-7b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2444f63bdb367e93d04d116e6670338e5cb2e6ccd4e5e612c330c4c81cf145a +size 3298005824 diff --git a/bosbos-2-7b.Q3_K_S.gguf b/bosbos-2-7b.Q3_K_S.gguf new file mode 100644 index 0000000..a68d1e7 --- /dev/null +++ b/bosbos-2-7b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb3c280ec9062548683c59a01b142670ce4d4f37b0710d0a8bcac70233c8350d +size 2948305728 diff --git a/bosbos-2-7b.Q4_K_M.gguf b/bosbos-2-7b.Q4_K_M.gguf new file mode 100644 index 0000000..be68899 --- /dev/null +++ b/bosbos-2-7b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d90a9304cca1a8b37a92e48c14c311ceafc7674e8171aaa76b6ff74235e0463 +size 4081005376 diff --git a/bosbos-2-7b.Q4_K_S.gguf b/bosbos-2-7b.Q4_K_S.gguf new file mode 100644 index 0000000..65132ae --- /dev/null +++ b/bosbos-2-7b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73cd81ade13fee08b8648b1604b783604721ab147f68b1a5fd7fe8f4c33d7375 +size 3856741184 diff --git a/bosbos-2-7b.Q5_K_M.gguf b/bosbos-2-7b.Q5_K_M.gguf new file mode 100644 index 0000000..4d15016 --- /dev/null +++ b/bosbos-2-7b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d732fb7ac8c5171cf022e4d285f1123d255acd145b68ee249e1b556fc7d7bc9e +size 4783158080 diff --git a/bosbos-2-7b.Q5_K_S.gguf b/bosbos-2-7b.Q5_K_S.gguf new file mode 100644 index 0000000..35a5865 --- /dev/null +++ b/bosbos-2-7b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eee0c47c67d09e607705b408d70ba333703bd38aa40fa0db4a388bf0accea7e5 +size 4651692864 diff --git a/bosbos-2-7b.Q6_K.gguf b/bosbos-2-7b.Q6_K.gguf new file mode 100644 index 0000000..6abe8ee --- /dev/null +++ b/bosbos-2-7b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccca24a3f7aae5f5a7bde8cc3627316f41339542638f697f588d38b49f1b0457 +size 5529195328 diff --git a/bosbos-2-7b.Q8_0.gguf b/bosbos-2-7b.Q8_0.gguf new file mode 100644 index 0000000..affe1f3 --- /dev/null +++ b/bosbos-2-7b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e29ccfdd5365efb290df5e68a3504e6f2961adef9630235eb472558516f6a3d6 +size 7161090880 diff --git a/bosbos-2-7b.f16.gguf b/bosbos-2-7b.f16.gguf new file mode 100644 index 0000000..75a89a9 --- /dev/null +++ b/bosbos-2-7b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b048c40f37c8f7ce096029df429cbecf0af0bd7c72be52d90e705d158176c64 +size 13478105920