commit 0791b50fe7f3e59cf4af3e441e5e4751295462aa Author: ModelHub XC Date: Fri Oct 9 08:33:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/ChatParts-qwen2.5-14b-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8724c3d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 +ChatParts-qwen2.5-14b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +ChatParts-qwen2.5-14b.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/ChatParts-qwen2.5-14b.i1-IQ1_M.gguf b/ChatParts-qwen2.5-14b.i1-IQ1_M.gguf new file mode 100644 index 0000000..04e3d2c --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2a9cb88fc9ec6ae5176ed3af67b475fb3cd9f7a76df0c9eb02c5ada326dd081 +size 3872307968 diff --git a/ChatParts-qwen2.5-14b.i1-IQ1_S.gguf b/ChatParts-qwen2.5-14b.i1-IQ1_S.gguf new file mode 100644 index 0000000..8ee44dc --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be936ca50910de2db2534c1fd65cc56b30d477bc84af65538878c5a8459a4dd9 +size 3607993088 diff --git a/ChatParts-qwen2.5-14b.i1-IQ2_M.gguf b/ChatParts-qwen2.5-14b.i1-IQ2_M.gguf new file mode 100644 index 0000000..35c48c7 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a6ce6861835aa4b1f8e6bd817c033eb4771c6de4f93bb6d3efac7aed8f1b173 +size 5356145408 diff --git a/ChatParts-qwen2.5-14b.i1-IQ2_S.gguf b/ChatParts-qwen2.5-14b.i1-IQ2_S.gguf new file mode 100644 index 0000000..df4b611 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb0e13902f86e99d5aa636b19a1d26fb0eaa40cd9a632b98db1fbe978bab228a +size 5003725568 diff --git a/ChatParts-qwen2.5-14b.i1-IQ2_XS.gguf b/ChatParts-qwen2.5-14b.i1-IQ2_XS.gguf new file mode 100644 index 0000000..88c4e2c --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dd6732b20211897522884f965eb74e6ea26dcf05c2978d00a60404bfe8d4453 +size 4704574208 diff --git a/ChatParts-qwen2.5-14b.i1-IQ2_XXS.gguf b/ChatParts-qwen2.5-14b.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..1595ecf --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca59b37dd2fe33b245ee5ab4a7dc467ab40e6dd02cef894e2dda3ba39a046ec7 +size 4312832768 diff --git a/ChatParts-qwen2.5-14b.i1-IQ3_M.gguf b/ChatParts-qwen2.5-14b.i1-IQ3_M.gguf new file mode 100644 index 0000000..a57bb80 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f23cf720443052458ffa2d5653f28e6b6df2707c1773206f64a10f6e3e225b2d +size 6916537088 diff --git a/ChatParts-qwen2.5-14b.i1-IQ3_S.gguf b/ChatParts-qwen2.5-14b.i1-IQ3_S.gguf new file mode 100644 index 0000000..a4eaf0c --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:613195f7248467c7aa9e61dce70d67638af70a2394dbb5e43856c00ce2e36833 +size 6693018368 diff --git a/ChatParts-qwen2.5-14b.i1-IQ3_XS.gguf b/ChatParts-qwen2.5-14b.i1-IQ3_XS.gguf new file mode 100644 index 0000000..95d886c --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b01d5283af34488a173730040fd4be97508a01e71ae38f28a1c96437d97564bb +size 6383360768 diff --git a/ChatParts-qwen2.5-14b.i1-IQ3_XXS.gguf b/ChatParts-qwen2.5-14b.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..f9438dd --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d3abd51bcff8be256ead2b63e3890ef786f316d20855ad9b89e8b1139ec99fe +size 5946706688 diff --git a/ChatParts-qwen2.5-14b.i1-IQ4_NL.gguf b/ChatParts-qwen2.5-14b.i1-IQ4_NL.gguf new file mode 100644 index 0000000..9b71b06 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9dc986276d32f5d1ce89403a21c94c683a7c1da501fefdb28c91666026e51e12 +size 8549182208 diff --git a/ChatParts-qwen2.5-14b.i1-IQ4_XS.gguf b/ChatParts-qwen2.5-14b.i1-IQ4_XS.gguf new file mode 100644 index 0000000..fd54b72 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2e5311e3cd0c1075b53e59e7cf8210241e23dbb39678b77f5ee2cf75ff50846 +size 8119839488 diff --git a/ChatParts-qwen2.5-14b.i1-Q2_K.gguf b/ChatParts-qwen2.5-14b.i1-Q2_K.gguf new file mode 100644 index 0000000..88611fd --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a5584beede17b336a730f7a9d88e402ed6ecc8a3bad2e99fc3bc8dd3e1dacdc8 +size 5770496768 diff --git a/ChatParts-qwen2.5-14b.i1-Q2_K_S.gguf b/ChatParts-qwen2.5-14b.i1-Q2_K_S.gguf new file mode 100644 index 0000000..fe95987 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26b8d4950594c01ba06fa90f81a41bae675eb8b96e830a1226a27e8faa59a435 +size 5397187328 diff --git a/ChatParts-qwen2.5-14b.i1-Q3_K_L.gguf b/ChatParts-qwen2.5-14b.i1-Q3_K_L.gguf new file mode 100644 index 0000000..f7d4429 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:595ca1f19534b3efcb5bfcca8df06e540bd7350a699a493097ba530ee19ed6d0 +size 7924767488 diff --git a/ChatParts-qwen2.5-14b.i1-Q3_K_M.gguf b/ChatParts-qwen2.5-14b.i1-Q3_K_M.gguf new file mode 100644 index 0000000..24d8a23 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db2c654cb3995a73c18ee68938dc45f3aacc1abdfaed8616f9c5803eedb16828 +size 7339203328 diff --git a/ChatParts-qwen2.5-14b.i1-Q3_K_S.gguf b/ChatParts-qwen2.5-14b.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f0b35b3 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ebd12249509b9861d68d238f079660c6ab4531ee5234e0317eee00a0541d96e9 +size 6659595008 diff --git a/ChatParts-qwen2.5-14b.i1-Q4_0.gguf b/ChatParts-qwen2.5-14b.i1-Q4_0.gguf new file mode 100644 index 0000000..d798df4 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26ff850f4fa59489cf3b060fc2af1e724cb78264641f6541f6b63c09e6744695 +size 8544267008 diff --git a/ChatParts-qwen2.5-14b.i1-Q4_1.gguf b/ChatParts-qwen2.5-14b.i1-Q4_1.gguf new file mode 100644 index 0000000..aa52f89 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1014a82600606bdcf9515e6707d270f9e96eeb2ddfdfe66e5db30040584166e +size 9392139008 diff --git a/ChatParts-qwen2.5-14b.i1-Q4_K_M.gguf b/ChatParts-qwen2.5-14b.i1-Q4_K_M.gguf new file mode 100644 index 0000000..82a0f8c --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af402174d3235049236edecd3589f89a7e45f8fe4a982fc021ff452b1dc04489 +size 8988109568 diff --git a/ChatParts-qwen2.5-14b.i1-Q4_K_S.gguf b/ChatParts-qwen2.5-14b.i1-Q4_K_S.gguf new file mode 100644 index 0000000..44b9d27 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:392aeaff28b3660d70d787f3c9638c09165ebf67b77f4dee7f4dae910d269044 +size 8573430528 diff --git a/ChatParts-qwen2.5-14b.i1-Q5_K_M.gguf b/ChatParts-qwen2.5-14b.i1-Q5_K_M.gguf new file mode 100644 index 0000000..f32c4e8 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92a6fdc3a7569d7003eeb67e0a3f2f40ed5be443f0f9f6ce1c9286edf16857e2 +size 10508872448 diff --git a/ChatParts-qwen2.5-14b.i1-Q5_K_S.gguf b/ChatParts-qwen2.5-14b.i1-Q5_K_S.gguf new file mode 100644 index 0000000..2a52664 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb0dafb625997ab509867221a7a2b8b116174d77d2f549c7910986bfe29d7dc6 +size 10266553088 diff --git a/ChatParts-qwen2.5-14b.i1-Q6_K.gguf b/ChatParts-qwen2.5-14b.i1-Q6_K.gguf new file mode 100644 index 0000000..8f117d1 --- /dev/null +++ b/ChatParts-qwen2.5-14b.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b984e9f8335f4f65c39adae11e9a1fed8a50611926136bcc821cba9cceab9497 +size 12124683008 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d203278 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: shellwork/ChatParts-qwen2.5-14b +datasets: +- shellwork/ChatParts_Dataset +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- biology +- medical +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/shellwork/ChatParts-qwen2.5-14b + + +static quants are available at https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-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/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ1_M.gguf) | i1-IQ1_M | 4.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ2_M.gguf) | i1-IQ2_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/ChatParts-qwen2.5-14b-i1-GGUF/resolve/main/ChatParts-qwen2.5-14b.i1-Q6_K.gguf) | i1-Q6_K | 12.2 | 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. + +