commit a4074296d613096c7e8e64ec693a187b5aca0d85 Author: ModelHub XC Date: Sat Jun 6 22:06:24 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..af260d7 --- /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 +DeepPrep-Qwen2.5-14B.imatrix.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +DeepPrep-Qwen2.5-14B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ1_M.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ1_M.gguf new file mode 100644 index 0000000..54da1ff --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9428717955981bdcebd9a04291f60713351bf17d8132833de02a82b532873948 +size 3872309248 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ1_S.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ1_S.gguf new file mode 100644 index 0000000..fcfccb7 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f171bf7bc78ef0b3d61d1f30dd567ee4b3a7a4b96879670842d0c19c4d4de414 +size 3607994368 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ2_M.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ2_M.gguf new file mode 100644 index 0000000..7ce9df7 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fc6148003ce93b2b6a5e622f2ac63157a7c1388a6876a76897f7cc2ee67e2cb +size 5356146688 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ2_S.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ2_S.gguf new file mode 100644 index 0000000..e9be3c8 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6863602360fce782b1cf3b614bd8042779a6ad2b32043a89f1b8db726e177c5 +size 5003726848 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ2_XS.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..ca5906a --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f90f82b824730725e9221165c54e94d5453d3ccd77d6397d0e5afe64441c953f +size 4704575488 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ2_XXS.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..7883cb4 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56a04b662b2a63d84027bb1e51883481b3d9f72b44e15bc7a9d025bceb82e3a4 +size 4312834048 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ3_M.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ3_M.gguf new file mode 100644 index 0000000..1b2afc0 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f607c03a36ad2bae0bdcd529082dd8204345fc7c784e0f5d4f923b2fc847ff4 +size 6916538368 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ3_S.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ3_S.gguf new file mode 100644 index 0000000..1251d1a --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcad606e1a3382fa5c1b39a32e8d338fa4bca4ba9a71abfbdd810348bc2d822d +size 6693019648 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ3_XS.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..489a1aa --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b8f735e2dcce3809d3ad750d71f17abac3add2b038cc7273e47a3ef0e07a4e7 +size 6383362048 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ3_XXS.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..c3c2577 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1fb75b81fe2a91c87df6c40f063117dbb4e113861921c89910f6b27a5b439ce +size 5946707968 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ4_NL.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..cf056a6 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c03388340ec7c23d52f27b6d7294caf0302f72ccd9d808a9778747fd996957c +size 8549183488 diff --git a/DeepPrep-Qwen2.5-14B.i1-IQ4_XS.gguf b/DeepPrep-Qwen2.5-14B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..68a16ca --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f743a407197148e2807228b7b010351afaae635d65834a31edece80cf6d7ea1f +size 8119840768 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q2_K.gguf b/DeepPrep-Qwen2.5-14B.i1-Q2_K.gguf new file mode 100644 index 0000000..e44d2a2 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:480455bc17ea185602f44995dba75c76af31dfc5a65fddefcb4a582d29179eb3 +size 5770498048 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q2_K_S.gguf b/DeepPrep-Qwen2.5-14B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..d613f75 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59a037827146be8d0d7743c976104c824d325b64757c4c15f5519b4bc9e62ffb +size 5397188608 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q3_K_L.gguf b/DeepPrep-Qwen2.5-14B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..dcc41bb --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0ab708c5fe888a3e5aad630840a4755a9a2d69be87068da1940058037a741cb +size 7924768768 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q3_K_M.gguf b/DeepPrep-Qwen2.5-14B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..50d9676 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d3801683c5b3b6ffc321f382044abf6dbee104675ac97c5e85ee53c3b020a6f +size 7339204608 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q3_K_S.gguf b/DeepPrep-Qwen2.5-14B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f5a9fe0 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4ec532cba9c7540740c29becab1140bcaa711121c6c6ca252bddb22d849d1ef +size 6659596288 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q4_0.gguf b/DeepPrep-Qwen2.5-14B.i1-Q4_0.gguf new file mode 100644 index 0000000..353e5ec --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f83e1aea8e034279776fba5d8fd5af7ed23fd55311cb535fd8f5b8a49dd858f +size 8544268288 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q4_1.gguf b/DeepPrep-Qwen2.5-14B.i1-Q4_1.gguf new file mode 100644 index 0000000..253356f --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:202be2f780e04acd241fe419d1195d2f825f8eb32d1f8868ff157c16143742f6 +size 9392140288 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q4_K_M.gguf b/DeepPrep-Qwen2.5-14B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..e8815dc --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ade846493cb24f17c0e105ce2bc716af1cc531446d1f2a457750421d99841f1 +size 8988110848 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q4_K_S.gguf b/DeepPrep-Qwen2.5-14B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..1b8b943 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd273cb86a4f466fe2eafb3d251aa8b14c3f1bb7fcc4d94927713a8c81eefbbb +size 8573431808 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q5_K_M.gguf b/DeepPrep-Qwen2.5-14B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..9143954 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c06b295429220b18e4a8d9970e8e468e7d4e3ae4c4a7c02802ce49f72d15a86a +size 10508873728 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q5_K_S.gguf b/DeepPrep-Qwen2.5-14B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..712ec1a --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3656b23bcb1763659fce917c6b7dbb2c3742c4364591bba4565ecf5ff78d2f2c +size 10266554368 diff --git a/DeepPrep-Qwen2.5-14B.i1-Q6_K.gguf b/DeepPrep-Qwen2.5-14B.i1-Q6_K.gguf new file mode 100644 index 0000000..72f3415 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ed0bd5eea0c818a696bf14d7e4132957294ac85bc5c723f5e133fa858e47ad1a +size 12124684288 diff --git a/DeepPrep-Qwen2.5-14B.imatrix.gguf b/DeepPrep-Qwen2.5-14B.imatrix.gguf new file mode 100644 index 0000000..83c4769 --- /dev/null +++ b/DeepPrep-Qwen2.5-14B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b921f6ea4bf9ed095bfb54d596eab855a89c53cbc5bc98bfafab977244d3b62c +size 8604128 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4b93e4d --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: DeepPrep/DeepPrep-Qwen2.5-14B +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/DeepPrep/DeepPrep-Qwen2.5-14B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DeepPrep-Qwen2.5-14B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/DeepPrep-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/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ1_M.gguf) | i1-IQ1_M | 4.0 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ2_M.gguf) | i1-IQ2_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-Qwen2.5-14B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/DeepPrep-Qwen2.5-14B-i1-GGUF/resolve/main/DeepPrep-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. + +