From 85476f4bb79cfaeaea3b5d8d45100c368b9fb1bd Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 11 May 2026 20:10:34 +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_14B-GGUF Source: Original Platform --- .gitattributes | 46 ++++++++++++++++++++++++++++ README.md | 73 +++++++++++++++++++++++++++++++++++++++++++++ sft_14B.IQ4_XS.gguf | 3 ++ sft_14B.Q2_K.gguf | 3 ++ sft_14B.Q3_K_L.gguf | 3 ++ sft_14B.Q3_K_M.gguf | 3 ++ sft_14B.Q3_K_S.gguf | 3 ++ sft_14B.Q4_K_M.gguf | 3 ++ sft_14B.Q4_K_S.gguf | 3 ++ sft_14B.Q5_K_M.gguf | 3 ++ sft_14B.Q5_K_S.gguf | 3 ++ sft_14B.Q6_K.gguf | 3 ++ sft_14B.Q8_0.gguf | 3 ++ 13 files changed, 152 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 sft_14B.IQ4_XS.gguf create mode 100644 sft_14B.Q2_K.gguf create mode 100644 sft_14B.Q3_K_L.gguf create mode 100644 sft_14B.Q3_K_M.gguf create mode 100644 sft_14B.Q3_K_S.gguf create mode 100644 sft_14B.Q4_K_M.gguf create mode 100644 sft_14B.Q4_K_S.gguf create mode 100644 sft_14B.Q5_K_M.gguf create mode 100644 sft_14B.Q5_K_S.gguf create mode 100644 sft_14B.Q6_K.gguf create mode 100644 sft_14B.Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ab484c1 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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_14B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sft_14B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e658f9e --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: Veri-Code/ReForm-SFT-14B +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- code-generation +- reinforcement-learning +- formal-methods +- dafny +--- +## About + + + + + + +static quants of https://huggingface.co/Veri-Code/ReForm-SFT-14B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#sft_14B-GGUF).*** + +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_14B-GGUF/resolve/main/sft_14B.Q2_K.gguf) | Q2_K | 5.9 | | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q3_K_S.gguf) | Q3_K_S | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q3_K_M.gguf) | Q3_K_M | 7.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q3_K_L.gguf) | Q3_K_L | 8.0 | | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.IQ4_XS.gguf) | IQ4_XS | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q4_K_S.gguf) | Q4_K_S | 8.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q4_K_M.gguf) | Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q5_K_S.gguf) | Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q5_K_M.gguf) | Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q6_K.gguf) | Q6_K | 12.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/sft_14B-GGUF/resolve/main/sft_14B.Q8_0.gguf) | Q8_0 | 15.8 | fast, best quality | + +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. + + diff --git a/sft_14B.IQ4_XS.gguf b/sft_14B.IQ4_XS.gguf new file mode 100644 index 0000000..1bbbb91 --- /dev/null +++ b/sft_14B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d471a56d4afaaebdca7114c0c22d2fa51e884bd10e2fa79143291546836fd4f +size 8186195584 diff --git a/sft_14B.Q2_K.gguf b/sft_14B.Q2_K.gguf new file mode 100644 index 0000000..8bcd7c1 --- /dev/null +++ b/sft_14B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46c031d501ae55976b2ca513cd07816059af9abf5770b17befae1320575f5d97 +size 5770497664 diff --git a/sft_14B.Q3_K_L.gguf b/sft_14B.Q3_K_L.gguf new file mode 100644 index 0000000..6f3e638 --- /dev/null +++ b/sft_14B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d749375e332eb8302e308ead91f4eab9ee747f254839a28931faff3644300459 +size 7924768384 diff --git a/sft_14B.Q3_K_M.gguf b/sft_14B.Q3_K_M.gguf new file mode 100644 index 0000000..2b329f2 --- /dev/null +++ b/sft_14B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44cee418214664aa330671343647b839666dd4b5db73ab5f4709e8d558c5354c +size 7339204224 diff --git a/sft_14B.Q3_K_S.gguf b/sft_14B.Q3_K_S.gguf new file mode 100644 index 0000000..25cb945 --- /dev/null +++ b/sft_14B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e6fa13e024cf648aef618676dd56a76c1a301375170a72b4735250c80ad4e9e +size 6659595904 diff --git a/sft_14B.Q4_K_M.gguf b/sft_14B.Q4_K_M.gguf new file mode 100644 index 0000000..b23d391 --- /dev/null +++ b/sft_14B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad5fbd8a5934aa8a74743a4d916c4c6944466d3037dda14b31d62100d80b100a +size 8988110464 diff --git a/sft_14B.Q4_K_S.gguf b/sft_14B.Q4_K_S.gguf new file mode 100644 index 0000000..c8fe8ac --- /dev/null +++ b/sft_14B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46ebb3912225e6bea2c91fd4a7c926fd2a58e9555b0fc7d48912512b86e78931 +size 8573431424 diff --git a/sft_14B.Q5_K_M.gguf b/sft_14B.Q5_K_M.gguf new file mode 100644 index 0000000..b16d553 --- /dev/null +++ b/sft_14B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c02f40a8dc008701dab04b44f961be5ea166fcfe1885692d2a1dd58c402233a3 +size 10508873344 diff --git a/sft_14B.Q5_K_S.gguf b/sft_14B.Q5_K_S.gguf new file mode 100644 index 0000000..d8ac3bb --- /dev/null +++ b/sft_14B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39cfc5059b69bf2420eb9de3a3ec84be9b0dcfe2c79c2b3d47cf649f2c27c1b6 +size 10266553984 diff --git a/sft_14B.Q6_K.gguf b/sft_14B.Q6_K.gguf new file mode 100644 index 0000000..81de9c7 --- /dev/null +++ b/sft_14B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a8da507222f95c64cc615d34ac86b570619084f9aecbd7aaa692a3a3970e70c +size 12124683904 diff --git a/sft_14B.Q8_0.gguf b/sft_14B.Q8_0.gguf new file mode 100644 index 0000000..a7d6567 --- /dev/null +++ b/sft_14B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43c978f821d801121e5054885efb459fb5e090f4f2d6f424614c143e4b9dae82 +size 15701597824