commit 81f49190647b42f35314f1c32137bf7b5396cbb7 Author: ModelHub XC Date: Tue Jun 2 02:22:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/NextCoder-7B-Finetuned-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b3291cb --- /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 +NextCoder-7B-Finetuned.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.f16.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NextCoder-7B-Finetuned.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/NextCoder-7B-Finetuned.IQ4_XS.gguf b/NextCoder-7B-Finetuned.IQ4_XS.gguf new file mode 100644 index 0000000..35ae0dc --- /dev/null +++ b/NextCoder-7B-Finetuned.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc9ae0531e60a25fbbc8309554eff3ef8830d2c45ea2249bd02aa59bea269bc7 +size 4250298784 diff --git a/NextCoder-7B-Finetuned.Q2_K.gguf b/NextCoder-7B-Finetuned.Q2_K.gguf new file mode 100644 index 0000000..3f4ef7c --- /dev/null +++ b/NextCoder-7B-Finetuned.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf99e48508b87fe1aa90ed945cca032bb03c3095e4b138ef370532f71db482fd +size 3015940512 diff --git a/NextCoder-7B-Finetuned.Q3_K_L.gguf b/NextCoder-7B-Finetuned.Q3_K_L.gguf new file mode 100644 index 0000000..0dc4fcf --- /dev/null +++ b/NextCoder-7B-Finetuned.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3aedd39d0249a63f613e62619ddc23594d9fb626bd424034b8d2abc9920c7cf7 +size 4088459680 diff --git a/NextCoder-7B-Finetuned.Q3_K_M.gguf b/NextCoder-7B-Finetuned.Q3_K_M.gguf new file mode 100644 index 0000000..44d62f1 --- /dev/null +++ b/NextCoder-7B-Finetuned.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18f497647dc3f59c16afee23aceedce1f30265307437c5e4daf6d6da32612efe +size 3808391584 diff --git a/NextCoder-7B-Finetuned.Q3_K_S.gguf b/NextCoder-7B-Finetuned.Q3_K_S.gguf new file mode 100644 index 0000000..e52b489 --- /dev/null +++ b/NextCoder-7B-Finetuned.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:763f9540b1f362dd207bc3fc5f9538d3b26783ce88391acb8f28417315a98c55 +size 3492368800 diff --git a/NextCoder-7B-Finetuned.Q4_K_M.gguf b/NextCoder-7B-Finetuned.Q4_K_M.gguf new file mode 100644 index 0000000..2633ffd --- /dev/null +++ b/NextCoder-7B-Finetuned.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06662acffcf7cd2ab6330b301e4c83954677284a39cc481e4bbea135d1d77e38 +size 4683073952 diff --git a/NextCoder-7B-Finetuned.Q4_K_S.gguf b/NextCoder-7B-Finetuned.Q4_K_S.gguf new file mode 100644 index 0000000..d404994 --- /dev/null +++ b/NextCoder-7B-Finetuned.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98f69b32cb973e27386f4335156ad2036ecdd2ffece4bc91a7fe1904845f5603 +size 4457769376 diff --git a/NextCoder-7B-Finetuned.Q5_K_M.gguf b/NextCoder-7B-Finetuned.Q5_K_M.gguf new file mode 100644 index 0000000..0fc3121 --- /dev/null +++ b/NextCoder-7B-Finetuned.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc3aa5c1669a1b5e418a1075cc8d4c083cfc72db0496cf47d27a404b37a965d8 +size 5444831648 diff --git a/NextCoder-7B-Finetuned.Q5_K_S.gguf b/NextCoder-7B-Finetuned.Q5_K_S.gguf new file mode 100644 index 0000000..4f65d50 --- /dev/null +++ b/NextCoder-7B-Finetuned.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa22ae182ee4b19ff824bff16be1fce285c9f5b7f81ccb69fa13c1ef144ca437 +size 5315176864 diff --git a/NextCoder-7B-Finetuned.Q6_K.gguf b/NextCoder-7B-Finetuned.Q6_K.gguf new file mode 100644 index 0000000..370545e --- /dev/null +++ b/NextCoder-7B-Finetuned.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a445e927ffb864374e374c4e415f6bd945d7e91479f277e898f772a2ad8d876d +size 6254199200 diff --git a/NextCoder-7B-Finetuned.Q8_0.gguf b/NextCoder-7B-Finetuned.Q8_0.gguf new file mode 100644 index 0000000..a6af3e0 --- /dev/null +++ b/NextCoder-7B-Finetuned.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d193c991c873a61eab7cbd24476e847e328424e1cf7e2813e9bcb04aa75c8a8 +size 8098525600 diff --git a/NextCoder-7B-Finetuned.f16.gguf b/NextCoder-7B-Finetuned.f16.gguf new file mode 100644 index 0000000..ad27e07 --- /dev/null +++ b/NextCoder-7B-Finetuned.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9c4c5f9c1d22a99c5d7ea092c5d0bf2d3ec7ab86cb2bf3c8224b74056a5bfee +size 15237853600 diff --git a/README.md b/README.md new file mode 100644 index 0000000..1403881 --- /dev/null +++ b/README.md @@ -0,0 +1,79 @@ +--- +base_model: FBogaerts/NextCoder-7B-Finetuned +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation +- code-generation +- vulnerability-injection +- security +- vaitp +- finetuned +--- +## About + + + + + + + + + +static quants of https://huggingface.co/FBogaerts/NextCoder-7B-Finetuned + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#NextCoder-7B-Finetuned-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-i1-GGUF +## 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/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/NextCoder-7B-Finetuned-GGUF/resolve/main/NextCoder-7B-Finetuned.f16.gguf) | f16 | 15.3 | 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. + +