From 16c725cb51f7789586b670504fce8151edd43dba Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 27 Jul 2026 00:06:06 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF Source: Original Platform --- .gitattributes | 75 ++++++++ README.md | 168 ++++++++++++++++++ configuration.json | 1 + ...ata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf | 3 + ...ata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf | 3 + ...ata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf | 3 + ...a_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf | 3 + ...fata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf | 3 + ...a_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf | 3 + ...fata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf | 3 + ...fata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf | 3 + ...fata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf | 3 + ...ta_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf | 3 + ...fata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf | 3 + ...fata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf | 3 + ...a_MS3.2-PaintedFantasy-v3-24B-imatrix.gguf | 3 + 30 files changed, 325 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 configuration.json create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf create mode 100644 zerofata_MS3.2-PaintedFantasy-v3-24B-imatrix.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a94e1e5 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,75 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack 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 +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* 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 +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text + +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text + +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-imatrix.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..cf448df --- /dev/null +++ b/README.md @@ -0,0 +1,168 @@ +--- +quantized_by: bartowski +pipeline_tag: text-generation +base_model_relation: quantized +base_model: zerofata/MS3.2-PaintedFantasy-v3-24B +--- + +## Llamacpp imatrix Quantizations of MS3.2-PaintedFantasy-v3-24B by zerofata + +Using llama.cpp release b6907 for quantization. + +Original model: https://huggingface.co/zerofata/MS3.2-PaintedFantasy-v3-24B + +All quants made using imatrix option with dataset from [here](https://gist.github.com/bartowski1182/eb213dccb3571f863da82e99418f81e8) combined with a subset of combined_all_small.parquet from Ed Addario [here](https://huggingface.co/datasets/eaddario/imatrix-calibration/blob/main/combined_all_small.parquet) + +Run them in [LM Studio](https://lmstudio.ai/) + +Run them directly with [llama.cpp](https://github.com/ggml-org/llama.cpp), or any other llama.cpp based project + +## Prompt format + +``` +[SYSTEM_PROMPT]{system_prompt}[/SYSTEM_PROMPT][INST]{prompt}[/INST] +``` + +## Download a file (not the whole branch) from below: + +| Filename | Quant type | File Size | Split | Description | +| -------- | ---------- | --------- | ----- | ----------- | +| [MS3.2-PaintedFantasy-v3-24B-bf16.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf) | bf16 | 47.15GB | false | Full BF16 weights. | +| [MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf) | Q8_0 | 25.05GB | false | Extremely high quality, generally unneeded but max available quant. | +| [MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf) | Q6_K_L | 19.67GB | false | Uses Q8_0 for embed and output weights. Very high quality, near perfect, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf) | Q6_K | 19.35GB | false | Very high quality, near perfect, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf) | Q5_K_L | 17.18GB | false | Uses Q8_0 for embed and output weights. High quality, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf) | Q5_K_M | 16.76GB | false | High quality, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf) | Q5_K_S | 16.30GB | false | High quality, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf) | Q4_1 | 14.87GB | false | Legacy format, similar performance to Q4_K_S but with improved tokens/watt on Apple silicon. | +| [MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf) | Q4_K_L | 14.83GB | false | Uses Q8_0 for embed and output weights. Good quality, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf) | Q4_K_M | 14.33GB | false | Good quality, default size for most use cases, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf) | Q4_K_S | 13.55GB | false | Slightly lower quality with more space savings, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf) | Q4_0 | 13.49GB | false | Legacy format, offers online repacking for ARM and AVX CPU inference. | +| [MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf) | IQ4_NL | 13.47GB | false | Similar to IQ4_XS, but slightly larger. Offers online repacking for ARM CPU inference. | +| [MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf) | Q3_K_XL | 12.99GB | false | Uses Q8_0 for embed and output weights. Lower quality but usable, good for low RAM availability. | +| [MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf) | IQ4_XS | 12.76GB | false | Decent quality, smaller than Q4_K_S with similar performance, *recommended*. | +| [MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf) | Q3_K_L | 12.40GB | false | Lower quality but usable, good for low RAM availability. | +| [MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf) | Q3_K_M | 11.47GB | false | Low quality. | +| [MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf) | IQ3_M | 10.65GB | false | Medium-low quality, new method with decent performance comparable to Q3_K_M. | +| [MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf) | Q3_K_S | 10.40GB | false | Low quality, not recommended. | +| [MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf) | IQ3_XS | 9.91GB | false | Lower quality, new method with decent performance, slightly better than Q3_K_S. | +| [MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf) | Q2_K_L | 9.55GB | false | Uses Q8_0 for embed and output weights. Very low quality but surprisingly usable. | +| [MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf) | IQ3_XXS | 9.28GB | false | Lower quality, new method with decent performance, comparable to Q3 quants. | +| [MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf) | Q2_K | 8.89GB | false | Very low quality but surprisingly usable. | +| [MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf) | IQ2_M | 8.11GB | false | Relatively low quality, uses SOTA techniques to be surprisingly usable. | +| [MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf) | IQ2_S | 7.48GB | false | Low quality, uses SOTA techniques to be usable. | +| [MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf](https://huggingface.co/bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF/blob/main/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf) | IQ2_XS | 7.21GB | false | Low quality, uses SOTA techniques to be usable. | + +## Embed/output weights + +Some of these quants (Q3_K_XL, Q4_K_L etc) are the standard quantization method with the embeddings and output weights quantized to Q8_0 instead of what they would normally default to. + +## Downloading using huggingface-cli + +
+ Click to view download instructions + +First, make sure you have hugginface-cli installed: + +``` +pip install -U "huggingface_hub[cli]" +``` + +Then, you can target the specific file you want: + +``` +huggingface-cli download bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF --include "zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf" --local-dir ./ +``` + +If the model is bigger than 50GB, it will have been split into multiple files. In order to download them all to a local folder, run: + +``` +huggingface-cli download bartowski/zerofata_MS3.2-PaintedFantasy-v3-24B-GGUF --include "zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0/*" --local-dir ./ +``` + +You can either specify a new local-dir (zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0) or download them all in place (./) + +
+ +## ARM/AVX information + +Previously, you would download Q4_0_4_4/4_8/8_8, and these would have their weights interleaved in memory in order to improve performance on ARM and AVX machines by loading up more data in one pass. + +Now, however, there is something called "online repacking" for weights. details in [this PR](https://github.com/ggml-org/llama.cpp/pull/9921). If you use Q4_0 and your hardware would benefit from repacking weights, it will do it automatically on the fly. + +As of llama.cpp build [b4282](https://github.com/ggml-org/llama.cpp/releases/tag/b4282) you will not be able to run the Q4_0_X_X files and will instead need to use Q4_0. + +Additionally, if you want to get slightly better quality for , you can use IQ4_NL thanks to [this PR](https://github.com/ggml-org/llama.cpp/pull/10541) which will also repack the weights for ARM, though only the 4_4 for now. The loading time may be slower but it will result in an overall speed incrase. + +
+ Click to view Q4_0_X_X information (deprecated + +I'm keeping this section to show the potential theoretical uplift in performance from using the Q4_0 with online repacking. + +
+ Click to view benchmarks on an AVX2 system (EPYC7702) + +| model | size | params | backend | threads | test | t/s | % (vs Q4_0) | +| ------------------------------ | ---------: | ---------: | ---------- | ------: | ------------: | -------------------: |-------------: | +| qwen2 3B Q4_0 | 1.70 GiB | 3.09 B | CPU | 64 | pp512 | 204.03 ± 1.03 | 100% | +| qwen2 3B Q4_0 | 1.70 GiB | 3.09 B | CPU | 64 | pp1024 | 282.92 ± 0.19 | 100% | +| qwen2 3B Q4_0 | 1.70 GiB | 3.09 B | CPU | 64 | pp2048 | 259.49 ± 0.44 | 100% | +| qwen2 3B Q4_0 | 1.70 GiB | 3.09 B | CPU | 64 | tg128 | 39.12 ± 0.27 | 100% | +| qwen2 3B Q4_0 | 1.70 GiB | 3.09 B | CPU | 64 | tg256 | 39.31 ± 0.69 | 100% | +| qwen2 3B Q4_0 | 1.70 GiB | 3.09 B | CPU | 64 | tg512 | 40.52 ± 0.03 | 100% | +| qwen2 3B Q4_K_M | 1.79 GiB | 3.09 B | CPU | 64 | pp512 | 301.02 ± 1.74 | 147% | +| qwen2 3B Q4_K_M | 1.79 GiB | 3.09 B | CPU | 64 | pp1024 | 287.23 ± 0.20 | 101% | +| qwen2 3B Q4_K_M | 1.79 GiB | 3.09 B | CPU | 64 | pp2048 | 262.77 ± 1.81 | 101% | +| qwen2 3B Q4_K_M | 1.79 GiB | 3.09 B | CPU | 64 | tg128 | 18.80 ± 0.99 | 48% | +| qwen2 3B Q4_K_M | 1.79 GiB | 3.09 B | CPU | 64 | tg256 | 24.46 ± 3.04 | 83% | +| qwen2 3B Q4_K_M | 1.79 GiB | 3.09 B | CPU | 64 | tg512 | 36.32 ± 3.59 | 90% | +| qwen2 3B Q4_0_8_8 | 1.69 GiB | 3.09 B | CPU | 64 | pp512 | 271.71 ± 3.53 | 133% | +| qwen2 3B Q4_0_8_8 | 1.69 GiB | 3.09 B | CPU | 64 | pp1024 | 279.86 ± 45.63 | 100% | +| qwen2 3B Q4_0_8_8 | 1.69 GiB | 3.09 B | CPU | 64 | pp2048 | 320.77 ± 5.00 | 124% | +| qwen2 3B Q4_0_8_8 | 1.69 GiB | 3.09 B | CPU | 64 | tg128 | 43.51 ± 0.05 | 111% | +| qwen2 3B Q4_0_8_8 | 1.69 GiB | 3.09 B | CPU | 64 | tg256 | 43.35 ± 0.09 | 110% | +| qwen2 3B Q4_0_8_8 | 1.69 GiB | 3.09 B | CPU | 64 | tg512 | 42.60 ± 0.31 | 105% | + +Q4_0_8_8 offers a nice bump to prompt processing and a small bump to text generation + +
+ +
+ +## Which file should I choose? + +
+ Click here for details + +A great write up with charts showing various performances is provided by Artefact2 [here](https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9) + +The first thing to figure out is how big a model you can run. To do this, you'll need to figure out how much RAM and/or VRAM you have. + +If you want your model running as FAST as possible, you'll want to fit the whole thing on your GPU's VRAM. Aim for a quant with a file size 1-2GB smaller than your GPU's total VRAM. + +If you want the absolute maximum quality, add both your system RAM and your GPU's VRAM together, then similarly grab a quant with a file size 1-2GB Smaller than that total. + +Next, you'll need to decide if you want to use an 'I-quant' or a 'K-quant'. + +If you don't want to think too much, grab one of the K-quants. These are in format 'QX_K_X', like Q5_K_M. + +If you want to get more into the weeds, you can check out this extremely useful feature chart: + +[llama.cpp feature matrix](https://github.com/ggml-org/llama.cpp/wiki/Feature-matrix) + +But basically, if you're aiming for below Q4, and you're running cuBLAS (Nvidia) or rocBLAS (AMD), you should look towards the I-quants. These are in format IQX_X, like IQ3_M. These are newer and offer better performance for their size. + +These I-quants can also be used on CPU, but will be slower than their K-quant equivalent, so speed vs performance is a tradeoff you'll have to decide. + +
+ +## Credits + +Thank you kalomaze and Dampf for assistance in creating the imatrix calibration dataset. + +Thank you ZeroWw for the inspiration to experiment with embed/output. + +Thank you to LM Studio for sponsoring my work. + +Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf new file mode 100644 index 0000000..f0366b8 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ddd221fd55abc42b2da58b0e0dba49ca0c980a60c7ccbf12638125282baca5b +size 8114056512 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf new file mode 100644 index 0000000..221b28a --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:51e5417c116880b55ad2a2c2f7587cf3a93ebcd16573057aadfbfd0de422b0eb +size 7478357312 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf new file mode 100644 index 0000000..d64a40b --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2a94b44caa95456495a2735e9e17f8ce487e350ee06468fe930d6ede1d8c676 +size 7207038272 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf new file mode 100644 index 0000000..06073ee --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c33d0dd3134a429f2631328e53fafaf2a984c0111a25c4bd549f604feed80b3 +size 10650955072 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf new file mode 100644 index 0000000..2cabe73 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d102bfa3ae606bf0dc73968ede8f279cb06951c65181c34b3c0d17187187a200 +size 9907121472 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf new file mode 100644 index 0000000..b1a1cea --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a49baad6c71e8072cbb12f5766ed29fe1462bec9345336c1b42f8c5a295a065 +size 9280597312 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf new file mode 100644 index 0000000..63a4d0b --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:184442dee7c1d86709149e1e99eb25797425a2a278faa331a8f26dff5ab2a52a +size 13468020032 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf new file mode 100644 index 0000000..ca67f12 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f6ce72a352abd94b98ac1868037224c2966a7b7579a30857b079a6b719a2cd5 +size 12758920512 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf new file mode 100644 index 0000000..385b978 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d51deae1d557cf1fed0b5cfe997d7a695728f0149dbecd8932b5301bc436f78 +size 8890330432 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf new file mode 100644 index 0000000..cdeff50 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q2_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3085dd9c67f935dc97f5a37573c40db35aa1fa09ed4cf4c22e7e9b919a8b418 +size 9545690432 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf new file mode 100644 index 0000000..4372cfe --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f559fcb4a78f30ee2f30ee93cbc6df67be4f17ebc6e1006f6f517265bf190126 +size 12400766272 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf new file mode 100644 index 0000000..c2bcc17 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a00ff791edf15bab712cd7c1016acd92842da326fdc3e2cb18f2e9604a33a0d +size 11474087232 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf new file mode 100644 index 0000000..b2c934a --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d2bdb383d5b433ed78f6c1fe9272d807c7d3d1bcc162f28ea9b2706ac529bd9 +size 10400279872 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf new file mode 100644 index 0000000..ed87380 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q3_K_XL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:574977cc2951f8b1a2db0aac438bb0c177cd92ffbe8019effd3b551fb12ccdb0 +size 12987968832 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf new file mode 100644 index 0000000..7f92ecd --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c81b984c93e690a23e15ff29ddedaaf702d5210d229d244f5d5762bcce0f9fc +size 13494234432 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf new file mode 100644 index 0000000..82c871d --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e6597cb9f07c09d6de0f7d3b1ce373e9b56620871771a0dfc4d5db38ad22670 +size 14873111872 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf new file mode 100644 index 0000000..7b24a09 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fb12fcbcf8d76d50adb678457f423269e8264cfe9246f007222aca187ffc8e4 +size 14831988032 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf new file mode 100644 index 0000000..76d0c7b --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3de4987c7b800bde43169c669cd67b52042e22fab69d25767dbc1adc7a8e88b2 +size 14333914432 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf new file mode 100644 index 0000000..c1e64b1 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8514dcb0fdc358e327106e52153b09e8e736f37639aa1f44456a78449f05b82 +size 13549284672 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf new file mode 100644 index 0000000..4c42f56 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5652097c913fd179716ca53438932528e69212be2c072ee261e4d97823f01df3 +size 17178176832 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf new file mode 100644 index 0000000..cbc8b24 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11267501a7e301cfbf8c4a591d5dcebf52cb43c0a828bf106bff86de460d11ef +size 16763989312 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf new file mode 100644 index 0000000..38620ce --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc96349d2363938349faa6fcd7176026eb92e3d7b26d367af348e45311b5e671 +size 16304418112 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf new file mode 100644 index 0000000..5814d81 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e05d908d20d376335c36fac6a72dccf52459a4f21a0b35edf108dbd2e59764ac +size 19345943872 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf new file mode 100644 index 0000000..d782e65 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q6_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce86245e6d488158af09f342497bc6a41c6c771e68fd808bafec5b702b024805 +size 19671002432 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf new file mode 100644 index 0000000..ba56b9c --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a43488de29d7e512249a72af00b9d043d3b015ba1702e329412644a7bdac00f +size 25054784832 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf new file mode 100644 index 0000000..c92bc61 --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-bf16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf9723f5799bfd80a5aee6ce09fb174c35b67fc8cb337b215ed143c1997d069f +size 47153523744 diff --git a/zerofata_MS3.2-PaintedFantasy-v3-24B-imatrix.gguf b/zerofata_MS3.2-PaintedFantasy-v3-24B-imatrix.gguf new file mode 100644 index 0000000..886c23b --- /dev/null +++ b/zerofata_MS3.2-PaintedFantasy-v3-24B-imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bee62950f402fc8b068b17259d051a6fe22c534a4351e12f38de94b9770960b6 +size 10037344