From cb2f05cd3b427a0b7dabd8bd33220e1680306136 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 12 Apr 2026 17:10:58 +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/CodeKobzar13B-GGUF Source: Original Platform --- .gitattributes | 49 +++++++++++++++++++++++++++ CodeKobzar13B.IQ3_M.gguf | 3 ++ CodeKobzar13B.IQ3_S.gguf | 3 ++ CodeKobzar13B.IQ3_XS.gguf | 3 ++ CodeKobzar13B.IQ4_XS.gguf | 3 ++ CodeKobzar13B.Q2_K.gguf | 3 ++ CodeKobzar13B.Q3_K_L.gguf | 3 ++ CodeKobzar13B.Q3_K_M.gguf | 3 ++ CodeKobzar13B.Q3_K_S.gguf | 3 ++ CodeKobzar13B.Q4_K_M.gguf | 3 ++ CodeKobzar13B.Q4_K_S.gguf | 3 ++ CodeKobzar13B.Q5_K_M.gguf | 3 ++ CodeKobzar13B.Q5_K_S.gguf | 3 ++ CodeKobzar13B.Q6_K.gguf | 3 ++ CodeKobzar13B.Q8_0.gguf | 3 ++ README.md | 69 +++++++++++++++++++++++++++++++++++++++ 16 files changed, 160 insertions(+) create mode 100644 .gitattributes create mode 100644 CodeKobzar13B.IQ3_M.gguf create mode 100644 CodeKobzar13B.IQ3_S.gguf create mode 100644 CodeKobzar13B.IQ3_XS.gguf create mode 100644 CodeKobzar13B.IQ4_XS.gguf create mode 100644 CodeKobzar13B.Q2_K.gguf create mode 100644 CodeKobzar13B.Q3_K_L.gguf create mode 100644 CodeKobzar13B.Q3_K_M.gguf create mode 100644 CodeKobzar13B.Q3_K_S.gguf create mode 100644 CodeKobzar13B.Q4_K_M.gguf create mode 100644 CodeKobzar13B.Q4_K_S.gguf create mode 100644 CodeKobzar13B.Q5_K_M.gguf create mode 100644 CodeKobzar13B.Q5_K_S.gguf create mode 100644 CodeKobzar13B.Q6_K.gguf create mode 100644 CodeKobzar13B.Q8_0.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..aa811ed --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +CodeKobzar13B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +CodeKobzar13B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/CodeKobzar13B.IQ3_M.gguf b/CodeKobzar13B.IQ3_M.gguf new file mode 100644 index 0000000..ade8c01 --- /dev/null +++ b/CodeKobzar13B.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d34094c4db292912cd84366651bc3faa42503cc31d31c8ffe4ba0e7fa987977f +size 5984510400 diff --git a/CodeKobzar13B.IQ3_S.gguf b/CodeKobzar13B.IQ3_S.gguf new file mode 100644 index 0000000..c4436eb --- /dev/null +++ b/CodeKobzar13B.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70e84f306eb66d1008f37654a7891a1f822f340c91e74e605eb97489388507ac +size 5658980800 diff --git a/CodeKobzar13B.IQ3_XS.gguf b/CodeKobzar13B.IQ3_XS.gguf new file mode 100644 index 0000000..a926ffd --- /dev/null +++ b/CodeKobzar13B.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a5200622e38db7a65d6d6f3d9610c25a733ee64c33b01e17c0a905453b706a6 +size 5361611200 diff --git a/CodeKobzar13B.IQ4_XS.gguf b/CodeKobzar13B.IQ4_XS.gguf new file mode 100644 index 0000000..7942e16 --- /dev/null +++ b/CodeKobzar13B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fc78e3a9452c93cb2ec649acf2347ea7808ee5e830d905a68bc443d3428108a +size 7019518400 diff --git a/CodeKobzar13B.Q2_K.gguf b/CodeKobzar13B.Q2_K.gguf new file mode 100644 index 0000000..a85821b --- /dev/null +++ b/CodeKobzar13B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2eca6e153f3cdaf42ac039cd95f3237c44c58efe7fd4a5d85b752dc8077d4e0 +size 4854270400 diff --git a/CodeKobzar13B.Q3_K_L.gguf b/CodeKobzar13B.Q3_K_L.gguf new file mode 100644 index 0000000..2e4ebc6 --- /dev/null +++ b/CodeKobzar13B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bed165eb8b65caa8787efa023ed43bb1072ead2ce9156eb8e54fbc9c01463ef8 +size 6929560000 diff --git a/CodeKobzar13B.Q3_K_M.gguf b/CodeKobzar13B.Q3_K_M.gguf new file mode 100644 index 0000000..b20e693 --- /dev/null +++ b/CodeKobzar13B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec5da4a386a52ac178116e04510b38e3ded37ee2daee3995b91ff5c409c02dd2 +size 6337769920 diff --git a/CodeKobzar13B.Q3_K_S.gguf b/CodeKobzar13B.Q3_K_S.gguf new file mode 100644 index 0000000..d0fc2f7 --- /dev/null +++ b/CodeKobzar13B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a6108c93473e91c50f28b99c8478ec41ebcf5d41861285e983c01ac772a90ef +size 5658980800 diff --git a/CodeKobzar13B.Q4_K_M.gguf b/CodeKobzar13B.Q4_K_M.gguf new file mode 100644 index 0000000..81ebb6e --- /dev/null +++ b/CodeKobzar13B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc16aac06e92bb7ac6904eef900b76eb9e2525c1339a6353afafb9f5c0a7c5d5 +size 7865956800 diff --git a/CodeKobzar13B.Q4_K_S.gguf b/CodeKobzar13B.Q4_K_S.gguf new file mode 100644 index 0000000..43dd3a9 --- /dev/null +++ b/CodeKobzar13B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea25c8431f9d842384a9f92fb6440e5eb2dfd33d7b71c145cc9e975dcd4b2267 +size 7423179200 diff --git a/CodeKobzar13B.Q5_K_M.gguf b/CodeKobzar13B.Q5_K_M.gguf new file mode 100644 index 0000000..f63ceed --- /dev/null +++ b/CodeKobzar13B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8bac47b3f88ab22b1d6d89e9104d2f1070714a5e0dd960b44c691397c8a7a09b +size 9229924800 diff --git a/CodeKobzar13B.Q5_K_S.gguf b/CodeKobzar13B.Q5_K_S.gguf new file mode 100644 index 0000000..972122f --- /dev/null +++ b/CodeKobzar13B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d75dc4fe700591aaf7228bd90056635f0fce8024cda128aa6553c9f0a9989da9 +size 8972286400 diff --git a/CodeKobzar13B.Q6_K.gguf b/CodeKobzar13B.Q6_K.gguf new file mode 100644 index 0000000..11547a3 --- /dev/null +++ b/CodeKobzar13B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fee050c94875a07b1877f2f0e00a230f626a0633e3f517d57e2adfd164ab4b7 +size 10679140800 diff --git a/CodeKobzar13B.Q8_0.gguf b/CodeKobzar13B.Q8_0.gguf new file mode 100644 index 0000000..5638f3b --- /dev/null +++ b/CodeKobzar13B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99c567977515d4bacaa1cefd1f2726af01787486ee9be33ad43484d479644fc5 +size 13831320000 diff --git a/README.md b/README.md new file mode 100644 index 0000000..bd0c63d --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +--- +base_model: ponoma16/CodeKobzar13B +datasets: +- osyvokon/zno +- byebyebye/ukr-wiki-qa-v1 +- byebyebye/ukr-wiki-qa-v2 +language: +- uk +library_name: transformers +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/ponoma16/CodeKobzar13B + + +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/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q2_K.gguf) | Q2_K | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.IQ3_XS.gguf) | IQ3_XS | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.IQ3_S.gguf) | IQ3_S | 5.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q3_K_S.gguf) | Q3_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.IQ3_M.gguf) | IQ3_M | 6.1 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q3_K_M.gguf) | Q3_K_M | 6.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q3_K_L.gguf) | Q3_K_L | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.IQ4_XS.gguf) | IQ4_XS | 7.1 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q4_K_S.gguf) | Q4_K_S | 7.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q4_K_M.gguf) | Q4_K_M | 8.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q5_K_S.gguf) | Q5_K_S | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q5_K_M.gguf) | Q5_K_M | 9.3 | | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q6_K.gguf) | Q6_K | 10.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/CodeKobzar13B-GGUF/resolve/main/CodeKobzar13B.Q8_0.gguf) | Q8_0 | 13.9 | 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. + +