commit 0aea4394d02d980428fd0f1e5aaa928d44ac93e3 Author: ModelHub XC Date: Mon Jun 1 08:57:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0f4c271 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +NeuralExperiment-7b-MagicCoder-v7.5.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.f16.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NeuralExperiment-7b-MagicCoder-v7.5.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_M.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_M.gguf new file mode 100644 index 0000000..999d71c --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e63fd294d33e9a5ce7299e0bcd86f610886635c59b61f8b4880fef11eefcb12b +size 3284892384 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_S.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_S.gguf new file mode 100644 index 0000000..7d4d639 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c945353f959a1ef3ff800860c1fce7314bd690617544b954a8563a876a0ffd6 +size 3182394080 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_XS.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_XS.gguf new file mode 100644 index 0000000..839e296 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88ec1f98bf8c5dde35409cf9a79fecc4103fa2b60aad3ee287d1fbb438497b52 +size 3018816224 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.IQ4_XS.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.IQ4_XS.gguf new file mode 100644 index 0000000..ee0fa1b --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f5c2ff9b9d05e72f058918cd6685caebbf9a02052b8455380a7a1f946145b2b +size 3944389344 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q2_K.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q2_K.gguf new file mode 100644 index 0000000..e537cd7 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:848f89e335fb8c011035beb8527188e40d73c1a7ec965c8c787e9570c56999ea +size 2719242976 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_L.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_L.gguf new file mode 100644 index 0000000..64fbde5 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d48dcfca2c17bc9c5d02ccceaca2903179c3ca0b5c769984d4e86f1798f51cd +size 3822025440 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_M.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_M.gguf new file mode 100644 index 0000000..4173827 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:07e24bb6ead6864c4c7976f5cb2047a23bcc08162fba3fb5aed204430218bc8c +size 3518986976 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_S.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_S.gguf new file mode 100644 index 0000000..91d6a8e --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e24e19864c1c0f3a158b799f6556425b102a16add573378cb684f6360a927948 +size 3164568288 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_M.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_M.gguf new file mode 100644 index 0000000..2b7cbb2 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45a98bc9941b68b778bf4029311182b927b113585de98d0bdbcb1545db9a8668 +size 4368440032 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_S.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_S.gguf new file mode 100644 index 0000000..1732c0f --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e2dc58a47f769968850649a5240232bb2c1b160ac9e6c6d57c67eff49358adf +size 4140374752 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_M.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_M.gguf new file mode 100644 index 0000000..f42d113 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68a7741162f3eab3a4739d056d006fc74905280daf8a6c81cce71559c7721bfb +size 5131410144 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_S.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_S.gguf new file mode 100644 index 0000000..b7a95ad --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8654d72284ec8e4110b89cefdf2e91e22fad6b9a8180b41cb40e357622d77bdf +size 4997716704 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q6_K.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q6_K.gguf new file mode 100644 index 0000000..7d03ca6 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca10bcb64af990df11a3038ac14d4370b39d73570b2512f42122d8c9c3595588 +size 5942065888 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.Q8_0.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.Q8_0.gguf new file mode 100644 index 0000000..3516e05 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ea9c20481b5fe0366fb597c0fb4e253a5c05105b6e9f37bf0067322c6c7fc97 +size 7695858400 diff --git a/NeuralExperiment-7b-MagicCoder-v7.5.f16.gguf b/NeuralExperiment-7b-MagicCoder-v7.5.f16.gguf new file mode 100644 index 0000000..3352a25 --- /dev/null +++ b/NeuralExperiment-7b-MagicCoder-v7.5.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0948624206468259491338d26ffebc98f55c0865cbd606528207f21483911b3e +size 14484732640 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0a4c9eb --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: Kukedlc/NeuralExperiment-7b-MagicCoder-v7.5 +datasets: +- microsoft/orca-math-word-problems-200k +- ise-uiuc/Magicoder-Evol-Instruct-110K +- Vezora/Tested-22k-Python-Alpaca +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Kukedlc/NeuralExperiment-7b-MagicCoder-v7.5 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-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/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_XS.gguf) | IQ3_XS | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_S.gguf) | IQ3_S | 3.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.IQ3_M.gguf) | IQ3_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/NeuralExperiment-7b-MagicCoder-v7.5-GGUF/resolve/main/NeuralExperiment-7b-MagicCoder-v7.5.f16.gguf) | f16 | 14.6 | 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. + +