commit caf97b959aaea4339afea89222b72dde3174d01d Author: ModelHub XC Date: Mon Sep 14 02:28:16 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/code-simple-rl-4b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..de4dd95 --- /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 +code-simple-rl-4b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +code-simple-rl-4b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b52b163 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: tanyagoyal-p/code-simple-rl-4b +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/tanyagoyal-p/code-simple-rl-4b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#code-simple-rl-4b-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/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q2_K.gguf) | Q2_K | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q3_K_S.gguf) | Q3_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q3_K_M.gguf) | Q3_K_M | 2.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q3_K_L.gguf) | Q3_K_L | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.IQ4_XS.gguf) | IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q4_K_S.gguf) | Q4_K_S | 2.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q4_K_M.gguf) | Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q5_K_S.gguf) | Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q5_K_M.gguf) | Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q6_K.gguf) | Q6_K | 3.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.Q8_0.gguf) | Q8_0 | 4.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/code-simple-rl-4b-GGUF/resolve/main/code-simple-rl-4b.f16.gguf) | f16 | 8.9 | 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. + + diff --git a/code-simple-rl-4b.IQ4_XS.gguf b/code-simple-rl-4b.IQ4_XS.gguf new file mode 100644 index 0000000..1b6c9ed --- /dev/null +++ b/code-simple-rl-4b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:326aa474e001661713083d0f83ce3aa70aa0e2cba5aaed04d1ab108142272dd3 +size 2492949344 diff --git a/code-simple-rl-4b.Q2_K.gguf b/code-simple-rl-4b.Q2_K.gguf new file mode 100644 index 0000000..7f334fb --- /dev/null +++ b/code-simple-rl-4b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ab1c67ad07808fce90fb57240eb9837d7a2b64caf790c35542f122941a4b8b4 +size 1797125984 diff --git a/code-simple-rl-4b.Q3_K_L.gguf b/code-simple-rl-4b.Q3_K_L.gguf new file mode 100644 index 0000000..90eb410 --- /dev/null +++ b/code-simple-rl-4b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c49c5ac31b15b8f2a08cd42728d365bc540abae5958b08b07e6e8e85044e4b6 +size 2406915424 diff --git a/code-simple-rl-4b.Q3_K_M.gguf b/code-simple-rl-4b.Q3_K_M.gguf new file mode 100644 index 0000000..03c2758 --- /dev/null +++ b/code-simple-rl-4b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2965dbda6ea58330e730e82bdc4ff8306e5001808fdcc75918ac97c74a696ad2 +size 2242747744 diff --git a/code-simple-rl-4b.Q3_K_S.gguf b/code-simple-rl-4b.Q3_K_S.gguf new file mode 100644 index 0000000..93955af --- /dev/null +++ b/code-simple-rl-4b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4cf9f8edb615be5f3c8355446531c1110bc8ad333226d9fcb20411348c3c201 +size 2054126944 diff --git a/code-simple-rl-4b.Q4_K_M.gguf b/code-simple-rl-4b.Q4_K_M.gguf new file mode 100644 index 0000000..5c38bf2 --- /dev/null +++ b/code-simple-rl-4b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c58d2dfd3b5a1ce34c26bc684e805308c9668e3ee6d7d8c3ba96a0d8eeebe019 +size 2716068704 diff --git a/code-simple-rl-4b.Q4_K_S.gguf b/code-simple-rl-4b.Q4_K_S.gguf new file mode 100644 index 0000000..82f3c13 --- /dev/null +++ b/code-simple-rl-4b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:decbea36f8166d16106bab7d2224686ec0fa341117ebb885b760dd882bb58e74 +size 2602097504 diff --git a/code-simple-rl-4b.Q5_K_M.gguf b/code-simple-rl-4b.Q5_K_M.gguf new file mode 100644 index 0000000..a6e0d26 --- /dev/null +++ b/code-simple-rl-4b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3344b8234c31464fb08b329c0f7424338c55c9f63922f3336318711a95fd989 +size 3156921184 diff --git a/code-simple-rl-4b.Q5_K_S.gguf b/code-simple-rl-4b.Q5_K_S.gguf new file mode 100644 index 0000000..63f47c9 --- /dev/null +++ b/code-simple-rl-4b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a1c7f836c1577996b1ff5d60737baaaf3666fb6689cba67bc61a43a27e78461 +size 3091118944 diff --git a/code-simple-rl-4b.Q6_K.gguf b/code-simple-rl-4b.Q6_K.gguf new file mode 100644 index 0000000..4512ff3 --- /dev/null +++ b/code-simple-rl-4b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96663e18672241a01ef68500474ccbe6afde63cdb30956cb96b7882301e95fd7 +size 3625326944 diff --git a/code-simple-rl-4b.Q8_0.gguf b/code-simple-rl-4b.Q8_0.gguf new file mode 100644 index 0000000..009447d --- /dev/null +++ b/code-simple-rl-4b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f8632154d75a33a76c43f5abe2e888d72ea0a45804ac424302ac5ac19704984 +size 4693671264 diff --git a/code-simple-rl-4b.f16.gguf b/code-simple-rl-4b.f16.gguf new file mode 100644 index 0000000..3ec059a --- /dev/null +++ b/code-simple-rl-4b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e971b45dcdd2ca190888eaed2eb51fc2698bb665ef44d731b1f9ef36621be1a8 +size 8829197664