commit 6cc6c798997612bef24bf01876d03776f0c51c17 Author: ModelHub XC Date: Sun Jul 19 05:46:08 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0ffd17c --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.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 +Qwen2.5-Coder-7B-Instruct.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ1_M.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ1_M.gguf new file mode 100644 index 0000000..b99503b --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e042603dab88979016109e807a6657d6b5ac258b99187216f3dc71609b5a4f06 +size 2042197184 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ1_S.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ1_S.gguf new file mode 100644 index 0000000..74a8cac --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40c99be6b7761946203e74dfb00f3cf59fa3f4788c437e56cba7d36297740587 +size 1903668416 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ2_M.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_M.gguf new file mode 100644 index 0000000..14ecf58 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18bc2d35636322593b1d16bed31fcad3147786fc7d7d120e04214d06a8ef7d8e +size 2780343488 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ2_S.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_S.gguf new file mode 100644 index 0000000..8d7176e --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:381ba339e9d81081142ded6780926d5de7bcd5d1a8d4c07d34360f494e98c563 +size 2595638464 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XS.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XS.gguf new file mode 100644 index 0000000..f444f55 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0eab94605061f63ca41729b28457ef014bd667b2f24d0c3d74049dfc9f3df399 +size 2469022912 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XXS.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..347f27b --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1a6a139678cb79340cc5f4bedaef7b95c74c57da9421dbd8794995b5b3f82db +size 2273078464 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ3_M.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_M.gguf new file mode 100644 index 0000000..ca5970e --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49ab56f0661df9a4d189fcd04a1ec71827613538cf457dec84d8130433ae6d2e +size 3574013120 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ3_S.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_S.gguf new file mode 100644 index 0000000..ce92049 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30619a2d3258c9f3bd9168a6931e6314e99b9546660d30994bfa98c5269d1656 +size 3499193536 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XS.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XS.gguf new file mode 100644 index 0000000..dcc6a57 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfe7cba8cfd44435f2096d4ec595eec598360d833b88e14bb13260ec62793bb5 +size 3346257088 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XXS.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..fc328cd --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:147ccfdbfe94649f5e97906740e2d13f39dac2c51a6a3e2701ff28c0aae5f664 +size 3114515648 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-IQ4_XS.gguf b/Qwen2.5-Coder-7B-Instruct.i1-IQ4_XS.gguf new file mode 100644 index 0000000..840235b --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8102d2c73d057144cc08fc102ca494f99c520ce8046a7f40d2f9ddfbd2a1a7e +size 4218473664 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q2_K.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q2_K.gguf new file mode 100644 index 0000000..f559013 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8b2859973d8a3faf9ee1040203895ce626377c201afbf45c87e274c3117c8d6 +size 3015941312 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_L.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_L.gguf new file mode 100644 index 0000000..c190fea --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a0537039e218c22e34478d441c21146304603541b7da29ad340f07ed3b2a579 +size 4088460480 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_M.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_M.gguf new file mode 100644 index 0000000..b7e8096 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f880942cc04c4c2a9273c4227ff469572d36ef89ff7fd3e14d405624503a4620 +size 3808392384 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_S.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_S.gguf new file mode 100644 index 0000000..02ce817 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b23c2d33f478612e5be366af9b249acda8f45f906a43909b1d397f88f13b795 +size 3492369600 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q4_0.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0.gguf new file mode 100644 index 0000000..3ba56c2 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6566e3845ca02e7a202597ac40eea0efd1a7daecd280303ef189818c76d2700d +size 4444122304 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_4.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_4.gguf new file mode 100644 index 0000000..c45a231 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53ff6b364e25b06e2d7dcfdf0df6d21cfab8202d8f63d2dc8cb355a782e9d9e9 +size 4431391936 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_8.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_8.gguf new file mode 100644 index 0000000..10737d9 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7af23b6e96b9867a800c533e93eba0951218be1cb32ffbac74421d295340dae7 +size 4431391936 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_8_8.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_8_8.gguf new file mode 100644 index 0000000..05f3242 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_8_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23e2abf59a653e9578d415f6bb9bed2577fbf1d2e4fc772e1e78a2a3bc990c29 +size 4431391936 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_M.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_M.gguf new file mode 100644 index 0000000..5138360 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e694de571e5effabb7c67a417f9855fbcb3e955f46785982b423cc48f2856c83 +size 4683074752 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_S.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_S.gguf new file mode 100644 index 0000000..925bf38 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:455d12ab24f7c9276bbf7f23b0451c029c2bd8ad86f7ae370662c8430fccd7c6 +size 4457770176 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_M.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_M.gguf new file mode 100644 index 0000000..db4623b --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1674b8042380b664b311e27be340a98dc0ae26e36aafdb1ab08bdce7e109d87 +size 5444832448 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_S.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_S.gguf new file mode 100644 index 0000000..3279f17 --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cfa5fe1fe9b4595105256bf47053152be31e8cc31d417f461327c17b31296d2 +size 5315177664 diff --git a/Qwen2.5-Coder-7B-Instruct.i1-Q6_K.gguf b/Qwen2.5-Coder-7B-Instruct.i1-Q6_K.gguf new file mode 100644 index 0000000..f77161b --- /dev/null +++ b/Qwen2.5-Coder-7B-Instruct.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6eaff1d6de5384c4bba7bd6509d8770fd1c7ab6037bcd744fcdb989918e9b975 +size 6254200000 diff --git a/README.md b/README.md new file mode 100644 index 0000000..9cd3c1e --- /dev/null +++ b/README.md @@ -0,0 +1,83 @@ +--- +base_model: Qwen/Qwen2.5-Coder-7B-Instruct +language: +- en +library_name: transformers +license: apache-2.0 +license_link: https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct/blob/main/LICENSE +quantized_by: mradermacher +tags: +- code +- codeqwen +- chat +- qwen +- qwen-coder +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct + + +static quants are available at https://huggingface.co/mradermacher/Qwen2.5-Coder-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/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 4.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 4.5 | fast on arm+i8mm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 4.5 | fast on arm+sve, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-7B-Instruct.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-7B-Instruct-i1-GGUF/resolve/main/Qwen2.5-Coder-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..2e2d32d --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98d0ce7f85c99df8151d007c04cf8ea40b538ce7540f4c1de7e6557a9182a990 +size 4536665