commit 513781b6932b0c3a8a63806075c6c8a7c5c34661 Author: ModelHub XC Date: Sun May 10 00:42:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Qwen2-7B-Instruct-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cece003 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2-7B-Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2-7B-Instruct.i1-IQ1_M.gguf b/Qwen2-7B-Instruct.i1-IQ1_M.gguf new file mode 100644 index 0000000..663f9f8 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e4a543bcbee80000177885dd8cf024cb4c10891cbe2851a27c769586e031832 +size 2042194112 diff --git a/Qwen2-7B-Instruct.i1-IQ1_S.gguf b/Qwen2-7B-Instruct.i1-IQ1_S.gguf new file mode 100644 index 0000000..56875e3 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45111ff9eb8eabec77dca5ecb7c48f52219faf457f4b7213c1f023733bc8b189 +size 1903665344 diff --git a/Qwen2-7B-Instruct.i1-IQ2_M.gguf b/Qwen2-7B-Instruct.i1-IQ2_M.gguf new file mode 100644 index 0000000..9e2d387 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fd530f2532138b7256a4b229be17ab484cee47277dc25880a3664073ea4c7d5 +size 2780340416 diff --git a/Qwen2-7B-Instruct.i1-IQ2_S.gguf b/Qwen2-7B-Instruct.i1-IQ2_S.gguf new file mode 100644 index 0000000..0e64365 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f0763f65af38bb1f7d15fa805e65a36dd403b09141519fae0730d190bc14032 +size 2595635392 diff --git a/Qwen2-7B-Instruct.i1-IQ2_XS.gguf b/Qwen2-7B-Instruct.i1-IQ2_XS.gguf new file mode 100644 index 0000000..b8abe81 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:68131c0d303f7a1b9a5c8e2043936036bce13e210ca600d6e7cfcef62774322f +size 2469019840 diff --git a/Qwen2-7B-Instruct.i1-IQ2_XXS.gguf b/Qwen2-7B-Instruct.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..8b00028 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b75d22417ccc3faa1bdf4e1a318d9eeeefceaf29ca18f4bedc570468722e2dc8 +size 2273075392 diff --git a/Qwen2-7B-Instruct.i1-IQ3_M.gguf b/Qwen2-7B-Instruct.i1-IQ3_M.gguf new file mode 100644 index 0000000..9f5fec6 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25c1383e97107869e402914048f6ac6675095ee032612a613fc81bc86162d4bb +size 3574010048 diff --git a/Qwen2-7B-Instruct.i1-IQ3_S.gguf b/Qwen2-7B-Instruct.i1-IQ3_S.gguf new file mode 100644 index 0000000..9ade5fe --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f79c71a2650e5655f8c7488591e4fc20a8be3251751463cde4882ff3d3ecb779 +size 3499190464 diff --git a/Qwen2-7B-Instruct.i1-IQ3_XS.gguf b/Qwen2-7B-Instruct.i1-IQ3_XS.gguf new file mode 100644 index 0000000..a73f79a --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01b785beca3674a815e2c2f6786cbe50da72602f3dca885d688bb1964622ea84 +size 3346254016 diff --git a/Qwen2-7B-Instruct.i1-IQ3_XXS.gguf b/Qwen2-7B-Instruct.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..a958ad6 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9af14ed53b6a0bafda8132baf601eef483485956530e9228edeec3654705f252 +size 3114512576 diff --git a/Qwen2-7B-Instruct.i1-IQ4_XS.gguf b/Qwen2-7B-Instruct.i1-IQ4_XS.gguf new file mode 100644 index 0000000..0f57db7 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dcaee9a6a3ab1ba70ca1307a4176ddaa12dc0ab2defa770aedb8367a55fe49e +size 4218470592 diff --git a/Qwen2-7B-Instruct.i1-Q2_K.gguf b/Qwen2-7B-Instruct.i1-Q2_K.gguf new file mode 100644 index 0000000..066e70e --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6828751824e83a981ffc574950e9c71d70354ddcb4ab06dc695989722613394 +size 3015938240 diff --git a/Qwen2-7B-Instruct.i1-Q3_K_L.gguf b/Qwen2-7B-Instruct.i1-Q3_K_L.gguf new file mode 100644 index 0000000..8b203c9 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:116b521df99406c24231d9454c365da4da7604cb0e6b0e49e3c46d2a6e96277c +size 4088457408 diff --git a/Qwen2-7B-Instruct.i1-Q3_K_M.gguf b/Qwen2-7B-Instruct.i1-Q3_K_M.gguf new file mode 100644 index 0000000..50240e1 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:988ce59e5032f4e4df6604c6a3208b2a110117ba9a7403ce6608b367dd116b82 +size 3808389312 diff --git a/Qwen2-7B-Instruct.i1-Q3_K_S.gguf b/Qwen2-7B-Instruct.i1-Q3_K_S.gguf new file mode 100644 index 0000000..b75df19 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a448f6739927809df9aeab6056f7563253dffe701480874866cc1b179f36db0 +size 3492366528 diff --git a/Qwen2-7B-Instruct.i1-Q4_0.gguf b/Qwen2-7B-Instruct.i1-Q4_0.gguf new file mode 100644 index 0000000..3d51804 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:027c422121f625df2201471e2a458b01e5cb184585cbf1951289ecbcc3e3f6c9 +size 4444119232 diff --git a/Qwen2-7B-Instruct.i1-Q4_K_M.gguf b/Qwen2-7B-Instruct.i1-Q4_K_M.gguf new file mode 100644 index 0000000..a74cbec --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc299cc382340b66f6493da83d57c1c0c9e5d211d4c036e5b00681d8d2da3d4d +size 4683071680 diff --git a/Qwen2-7B-Instruct.i1-Q4_K_S.gguf b/Qwen2-7B-Instruct.i1-Q4_K_S.gguf new file mode 100644 index 0000000..0457f49 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:120109698486fc584972516fd19c621c1d3b29c56e096bc604fb527f2e90627b +size 4457767104 diff --git a/Qwen2-7B-Instruct.i1-Q5_K_M.gguf b/Qwen2-7B-Instruct.i1-Q5_K_M.gguf new file mode 100644 index 0000000..df884ac --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:090f54f563bdbf91dbf99e66cc18c5dc2a14d789c276b1e93cf3f4ac0a5283fb +size 5444829376 diff --git a/Qwen2-7B-Instruct.i1-Q5_K_S.gguf b/Qwen2-7B-Instruct.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b3555e1 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1537590700e452b5e07fb638a47aa6078c924209dff3b46603a9271a8a37f49f +size 5315174592 diff --git a/Qwen2-7B-Instruct.i1-Q6_K.gguf b/Qwen2-7B-Instruct.i1-Q6_K.gguf new file mode 100644 index 0000000..38fae88 --- /dev/null +++ b/Qwen2-7B-Instruct.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a13aac5656e73bded285917d60775eee31e4f1601e6930e22c4d321af6c6f125 +size 6254196928 diff --git a/README.md b/README.md new file mode 100644 index 0000000..a1a9d53 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: Qwen/Qwen2-7B-Instruct +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- chat +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/Qwen/Qwen2-7B-Instruct + + +static quants are available at https://huggingface.co/mradermacher/Qwen2-7B-Instruct-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/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2-7B-Instruct-i1-GGUF/resolve/main/Qwen2-7B-Instruct.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..13453eb --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a45a56e76d7b1b01dbab77eb5306d0845394bba6b4d22eb48d05022df7fc1e03 +size 4536651