commit cda375ee47a018ae6ae414fdcbe5f8809ce91c33 Author: ModelHub XC Date: Wed Jun 10 10:57:15 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/VeriPrefer-CodeLlama-7b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e07cb7f --- /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 +VeriPrefer-CodeLlama-7b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-7b.f16.gguf filter=lfs diff=lfs merge=lfs -text +VeriPrefer-CodeLlama-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..77a85a1 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: LLM-EDA/VeriPrefer-CodeLlama-7b +datasets: +- LLM-EDA/pyra_tb +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/LLM-EDA/VeriPrefer-CodeLlama-7b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#VeriPrefer-CodeLlama-7b-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/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-7b.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/VeriPrefer-CodeLlama-7b-GGUF/resolve/main/VeriPrefer-CodeLlama-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. + + diff --git a/VeriPrefer-CodeLlama-7b.IQ4_XS.gguf b/VeriPrefer-CodeLlama-7b.IQ4_XS.gguf new file mode 100644 index 0000000..ceeb506 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:614f59c4b0bbae19dcd4520870a3f8759e335d2ed5bb4fb4954f16d007b5fd44 +size 3647607520 diff --git a/VeriPrefer-CodeLlama-7b.Q2_K.gguf b/VeriPrefer-CodeLlama-7b.Q2_K.gguf new file mode 100644 index 0000000..05c8a29 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9b351ec3b581e9898a8ae1c89f8be5da5ccbfd157c9ae355df8dd0bf12b100d +size 2532941536 diff --git a/VeriPrefer-CodeLlama-7b.Q3_K_L.gguf b/VeriPrefer-CodeLlama-7b.Q3_K_L.gguf new file mode 100644 index 0000000..3ea743f --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c2a893784c8137becea365dec20607caff4e51e8fdefac6404a1d8ee5f89db6 +size 3597195488 diff --git a/VeriPrefer-CodeLlama-7b.Q3_K_M.gguf b/VeriPrefer-CodeLlama-7b.Q3_K_M.gguf new file mode 100644 index 0000000..25232fd --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c53fb27a9a89e676349f61cc545eb8cb18d925d7198ad138f5b7a4c6b90050c +size 3298089184 diff --git a/VeriPrefer-CodeLlama-7b.Q3_K_S.gguf b/VeriPrefer-CodeLlama-7b.Q3_K_S.gguf new file mode 100644 index 0000000..f675204 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1d14290b21d7361a5832433c35c960f618783671d5e3422d1b2bc7656b381c7 +size 2948389088 diff --git a/VeriPrefer-CodeLlama-7b.Q4_K_M.gguf b/VeriPrefer-CodeLlama-7b.Q4_K_M.gguf new file mode 100644 index 0000000..03de3eb --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:786633ba52a0ee46607525a91496b49957c862962b3ad2ab4b25d077dad90519 +size 4081097440 diff --git a/VeriPrefer-CodeLlama-7b.Q4_K_S.gguf b/VeriPrefer-CodeLlama-7b.Q4_K_S.gguf new file mode 100644 index 0000000..4267422 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dfbb84878937d54d5d308dc20900bd38b1559062c7416d06751fe3ad085e942 +size 3856833248 diff --git a/VeriPrefer-CodeLlama-7b.Q5_K_M.gguf b/VeriPrefer-CodeLlama-7b.Q5_K_M.gguf new file mode 100644 index 0000000..a9755e2 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4184b0393dedeb7375746a6317348e4f1ed0096ef4c83f21da96d3e7c96b699 +size 4783258336 diff --git a/VeriPrefer-CodeLlama-7b.Q5_K_S.gguf b/VeriPrefer-CodeLlama-7b.Q5_K_S.gguf new file mode 100644 index 0000000..0a2799e --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:785cf7241ad0b15e4fd7d8218488a758cb8232c7b44e434b40f2dc029b808e99 +size 4651793120 diff --git a/VeriPrefer-CodeLlama-7b.Q6_K.gguf b/VeriPrefer-CodeLlama-7b.Q6_K.gguf new file mode 100644 index 0000000..eb5f6e3 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d12abdf629bb712095fa57c5abe12010d83ce101c36959697d66f885165c6b6 +size 5529304288 diff --git a/VeriPrefer-CodeLlama-7b.Q8_0.gguf b/VeriPrefer-CodeLlama-7b.Q8_0.gguf new file mode 100644 index 0000000..bc95998 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01cbdaa3ef11807ffd9138d9161c16521afa58c8e1a5e95208a3d777bc447773 +size 7161231584 diff --git a/VeriPrefer-CodeLlama-7b.f16.gguf b/VeriPrefer-CodeLlama-7b.f16.gguf new file mode 100644 index 0000000..914e8f8 --- /dev/null +++ b/VeriPrefer-CodeLlama-7b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f53329cb59b77588fdd35a44b16a306b87f5e8d47c671b39ce97b3c4ed000ee7 +size 13478369504