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| An OpenAI-compatible multi-provider routing layer. | |
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| Filename | Quant type | File Size | Description |
|---|---|---|---|
| magnum-v3-9b-chatml-Q2_K.gguf | Q2_K | 3.544 GB | smallest, significant quality loss - not recommended for most purposes |
| magnum-v3-9b-chatml-Q3_K_S.gguf | Q3_K_S | 4.040 GB | very small, high quality loss |
| magnum-v3-9b-chatml-Q3_K_M.gguf | Q3_K_M | 4.435 GB | very small, high quality loss |
| magnum-v3-9b-chatml-Q3_K_L.gguf | Q3_K_L | 4.780 GB | small, substantial quality loss |
| magnum-v3-9b-chatml-Q4_0.gguf | Q4_0 | 5.069 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| magnum-v3-9b-chatml-Q4_K_S.gguf | Q4_K_S | 5.103 GB | small, greater quality loss |
| magnum-v3-9b-chatml-Q4_K_M.gguf | Q4_K_M | 5.365 GB | medium, balanced quality - recommended |
| magnum-v3-9b-chatml-Q5_0.gguf | Q5_0 | 6.038 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| magnum-v3-9b-chatml-Q5_K_S.gguf | Q5_K_S | 6.038 GB | large, low quality loss - recommended |
| magnum-v3-9b-chatml-Q5_K_M.gguf | Q5_K_M | 6.191 GB | large, very low quality loss - recommended |
| magnum-v3-9b-chatml-Q6_K.gguf | Q6_K | 7.068 GB | very large, extremely low quality loss |
| magnum-v3-9b-chatml-Q8_0.gguf | Q8_0 | 9.152 GB | very large, extremely low quality loss - not recommended |
pip install -U "huggingface_hub[cli]"huggingface-cli download tensorblock/magnum-v3-9b-chatml-GGUF --include "magnum-v3-9b-chatml-Q2_K.gguf" --local-dir MY_LOCAL_DIR*Q4_K*gguf), you can try:huggingface-cli download tensorblock/magnum-v3-9b-chatml-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'