From f5368654d9cbff441fd81f615abaa64d9268feca Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 18 Jul 2026 07:18:16 +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/sft_Bronzo-3.1-8B-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++++ README.md | 71 +++++++++++++++++++++++++++++++++++ sft_Bronzo-3.1-8B.IQ4_XS.gguf | 3 ++ sft_Bronzo-3.1-8B.Q2_K.gguf | 3 ++ sft_Bronzo-3.1-8B.Q3_K_L.gguf | 3 ++ sft_Bronzo-3.1-8B.Q3_K_M.gguf | 3 ++ sft_Bronzo-3.1-8B.Q3_K_S.gguf | 3 ++ sft_Bronzo-3.1-8B.Q4_K_M.gguf | 3 ++ sft_Bronzo-3.1-8B.Q4_K_S.gguf | 3 ++ sft_Bronzo-3.1-8B.Q5_K_M.gguf | 3 ++ sft_Bronzo-3.1-8B.Q5_K_S.gguf | 3 ++ sft_Bronzo-3.1-8B.Q6_K.gguf | 3 ++ sft_Bronzo-3.1-8B.Q8_0.gguf | 3 ++ sft_Bronzo-3.1-8B.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 sft_Bronzo-3.1-8B.IQ4_XS.gguf create mode 100644 sft_Bronzo-3.1-8B.Q2_K.gguf create mode 100644 sft_Bronzo-3.1-8B.Q3_K_L.gguf create mode 100644 sft_Bronzo-3.1-8B.Q3_K_M.gguf create mode 100644 sft_Bronzo-3.1-8B.Q3_K_S.gguf create mode 100644 sft_Bronzo-3.1-8B.Q4_K_M.gguf create mode 100644 sft_Bronzo-3.1-8B.Q4_K_S.gguf create mode 100644 sft_Bronzo-3.1-8B.Q5_K_M.gguf create mode 100644 sft_Bronzo-3.1-8B.Q5_K_S.gguf create mode 100644 sft_Bronzo-3.1-8B.Q6_K.gguf create mode 100644 sft_Bronzo-3.1-8B.Q8_0.gguf create mode 100644 sft_Bronzo-3.1-8B.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..661138d --- /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 +sft_Bronzo-3.1-8B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.f16.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sft_Bronzo-3.1-8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..69f4d01 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: olawaleibrahim/sft_Bronzo-3.1-8B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/olawaleibrahim/sft_Bronzo-3.1-8B + + +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/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/sft_Bronzo-3.1-8B-GGUF/resolve/main/sft_Bronzo-3.1-8B.f16.gguf) | f16 | 16.2 | 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/sft_Bronzo-3.1-8B.IQ4_XS.gguf b/sft_Bronzo-3.1-8B.IQ4_XS.gguf new file mode 100644 index 0000000..dfa5287 --- /dev/null +++ b/sft_Bronzo-3.1-8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d265c352c1ea3b3bf7fd2ab89d04b58e8a0b1ec4b1998d1889f079bf88b3b54f +size 4484363744 diff --git a/sft_Bronzo-3.1-8B.Q2_K.gguf b/sft_Bronzo-3.1-8B.Q2_K.gguf new file mode 100644 index 0000000..6a06701 --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d14de7a6996b8df80224f9993ea5fb96681852d06e13225ab0160185d002d3a0 +size 3179132384 diff --git a/sft_Bronzo-3.1-8B.Q3_K_L.gguf b/sft_Bronzo-3.1-8B.Q3_K_L.gguf new file mode 100644 index 0000000..6a0af23 --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94fdbef66b81d0eb49cee74c927068639fb9f5d71edec6239fe718ba51b5cadc +size 4321957344 diff --git a/sft_Bronzo-3.1-8B.Q3_K_M.gguf b/sft_Bronzo-3.1-8B.Q3_K_M.gguf new file mode 100644 index 0000000..018ff00 --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a5048a998efee5393b8e27f468276dc4bb0d8fa9593cca8df0e03411ea7d2a9 +size 4018918880 diff --git a/sft_Bronzo-3.1-8B.Q3_K_S.gguf b/sft_Bronzo-3.1-8B.Q3_K_S.gguf new file mode 100644 index 0000000..b4fabc1 --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18a0ff575c4397c2d53dfbd74c8f311770ca2bdc6e729dba544dda7b74f6a738 +size 3664500192 diff --git a/sft_Bronzo-3.1-8B.Q4_K_M.gguf b/sft_Bronzo-3.1-8B.Q4_K_M.gguf new file mode 100644 index 0000000..ef1cf0b --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec96625b2eba14c6e7fa480166508982dfc5b5929459d44b5fcb7f6c9138c465 +size 4920735200 diff --git a/sft_Bronzo-3.1-8B.Q4_K_S.gguf b/sft_Bronzo-3.1-8B.Q4_K_S.gguf new file mode 100644 index 0000000..b53a744 --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51f85b8ad2538160dffe0fdaf2ac6d690c4586c1533fbecea1903e20cb1bbd18 +size 4692669920 diff --git a/sft_Bronzo-3.1-8B.Q5_K_M.gguf b/sft_Bronzo-3.1-8B.Q5_K_M.gguf new file mode 100644 index 0000000..1914f42 --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bffa949cd6492ff74584660d7d6d62c624860f55fde98954e67c75e00a196ec5 +size 5732988384 diff --git a/sft_Bronzo-3.1-8B.Q5_K_S.gguf b/sft_Bronzo-3.1-8B.Q5_K_S.gguf new file mode 100644 index 0000000..de2042d --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a8f958fb265f64766c58f96cf4ddd88ced6aeb922aff9459b1eae1802882c1a +size 5599294944 diff --git a/sft_Bronzo-3.1-8B.Q6_K.gguf b/sft_Bronzo-3.1-8B.Q6_K.gguf new file mode 100644 index 0000000..520100e --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:190f49f75c097b8ccf62c73d36716f9f878b6ff3aa2107d17c94d002a3901bff +size 6596007392 diff --git a/sft_Bronzo-3.1-8B.Q8_0.gguf b/sft_Bronzo-3.1-8B.Q8_0.gguf new file mode 100644 index 0000000..67b8fba --- /dev/null +++ b/sft_Bronzo-3.1-8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34c9784d155926838b2204da7b5912e6d1f382290382485f3c4b89cfa5ca3e51 +size 8540771808 diff --git a/sft_Bronzo-3.1-8B.f16.gguf b/sft_Bronzo-3.1-8B.f16.gguf new file mode 100644 index 0000000..8712e0c --- /dev/null +++ b/sft_Bronzo-3.1-8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3be1a7e520a26c4a7c7f16f1fc96e1ae4339fd36a082200b71bc64c61096d8d2 +size 16068892128