commit e35da985bd7253dad29356b40132236611580d80 Author: ModelHub XC Date: Sun Aug 30 05:38:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c3eb5de --- /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 +SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.f16.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SparseGPT-pruned-Llama-2-7b-0.3.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..1925287 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: Arjun7m/SparseGPT-pruned-Llama-2-7b-0.3 +language: +- en +library_name: transformers +license: llama2 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Arjun7m/SparseGPT-pruned-Llama-2-7b-0.3 + + +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/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SparseGPT-pruned-Llama-2-7b-0.3-GGUF/resolve/main/SparseGPT-pruned-Llama-2-7b-0.3.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/SparseGPT-pruned-Llama-2-7b-0.3.IQ4_XS.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.IQ4_XS.gguf new file mode 100644 index 0000000..c3d248e --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25ae614208bb7446a55ed46390cf83df140856dc1b669a2ddf12fb99960591f8 +size 3647517408 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q2_K.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q2_K.gguf new file mode 100644 index 0000000..79bcbe4 --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d2b6850d79653f8195c0a6b7e5ba34b22d5444c80ce7b61c9fdb7f16267cbac9 +size 2532864736 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_L.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_L.gguf new file mode 100644 index 0000000..09d9ff4 --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e38c9ee32ccea7249535ee995dfbe0882f169b851d895dfd65a703af6fd4a5da +size 3597112032 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_M.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_M.gguf new file mode 100644 index 0000000..cff068a --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37ba9787820a285360d2d5411c3817e2f6744e150bba533f36c30d6ea0c0bd5c +size 3298005728 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_S.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_S.gguf new file mode 100644 index 0000000..31d5ce4 --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8f6acdc154c8151d0254c2965f211f7b5eef86ba9700ca34e0117bfd8f4332b +size 2948305632 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_M.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_M.gguf new file mode 100644 index 0000000..92ec17c --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39ad9f2677313b72c4949a35ac9ec6d85f42c86b68bd638d42765f429a7a8dc3 +size 4081005280 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_S.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_S.gguf new file mode 100644 index 0000000..dc7126e --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d2fff94ca97cafd13f4a427bc538451ceb72ac56e8c9ab9f663906b40bf1b80 +size 3856741088 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_M.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_M.gguf new file mode 100644 index 0000000..90033ba --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a637552ee2a9484ffdc310850d29268342f571f6d308780a106eefd6710cc6b +size 4783157984 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_S.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_S.gguf new file mode 100644 index 0000000..455064d --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9c9f38ab113f283f972478677d17ffa481dc079c30fa083f26ac7929df9ecff +size 4651692768 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q6_K.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q6_K.gguf new file mode 100644 index 0000000..ed61503 --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51c4fbcc7ea7b99540de74e0cc77008a17bbf8dbec8ac89b71e2f535f56a8284 +size 5529195232 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.Q8_0.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.Q8_0.gguf new file mode 100644 index 0000000..cd51467 --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4db55b5d237663d58d474bbe4051330514504dd3d97c7b7a42bd33a3dbadd909 +size 7161090784 diff --git a/SparseGPT-pruned-Llama-2-7b-0.3.f16.gguf b/SparseGPT-pruned-Llama-2-7b-0.3.f16.gguf new file mode 100644 index 0000000..ea21a61 --- /dev/null +++ b/SparseGPT-pruned-Llama-2-7b-0.3.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6d17f0ed40ccb64ee9f6e47236531b521bf83cac52d4412f93bc36809932319 +size 13478105824