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| An OpenAI-compatible multi-provider routing layer. | |
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| Awesome MCP Servers | TensorBlock Studio |
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| A comprehensive collection of Model Context Protocol (MCP) servers. | A lightweight, open, and extensible multi-LLM interaction studio. |
| 👀 See what we built 👀 | 👀 See what we built 👀 |
<|im_start|>system
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<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant| Filename | Quant type | File Size | Description |
|---|---|---|---|
| mlfoundations-dev_extra_verified-32B-Q2_K.gguf | Q2_K | 12.313 GB | smallest, significant quality loss - not recommended for most purposes |
| mlfoundations-dev_extra_verified-32B-Q3_K_S.gguf | Q3_K_S | 14.392 GB | very small, high quality loss |
| mlfoundations-dev_extra_verified-32B-Q3_K_M.gguf | Q3_K_M | 15.935 GB | very small, high quality loss |
| mlfoundations-dev_extra_verified-32B-Q3_K_L.gguf | Q3_K_L | 17.247 GB | small, substantial quality loss |
| mlfoundations-dev_extra_verified-32B-Q4_0.gguf | Q4_0 | 18.640 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| mlfoundations-dev_extra_verified-32B-Q4_K_S.gguf | Q4_K_S | 18.784 GB | small, greater quality loss |
| mlfoundations-dev_extra_verified-32B-Q4_K_M.gguf | Q4_K_M | 19.851 GB | medium, balanced quality - recommended |
| mlfoundations-dev_extra_verified-32B-Q5_0.gguf | Q5_0 | 22.638 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| mlfoundations-dev_extra_verified-32B-Q5_K_S.gguf | Q5_K_S | 22.638 GB | large, low quality loss - recommended |
| mlfoundations-dev_extra_verified-32B-Q5_K_M.gguf | Q5_K_M | 23.262 GB | large, very low quality loss - recommended |
| mlfoundations-dev_extra_verified-32B-Q6_K.gguf | Q6_K | 26.886 GB | very large, extremely low quality loss |
| mlfoundations-dev_extra_verified-32B-Q8_0.gguf | Q8_0 | 34.821 GB | very large, extremely low quality loss - not recommended |
pip install -U "huggingface_hub[cli]"huggingface-cli download tensorblock/mlfoundations-dev_extra_verified-32B-GGUF --include "mlfoundations-dev_extra_verified-32B-Q2_K.gguf" --local-dir MY_LOCAL_DIR*Q4_K*gguf), you can try:huggingface-cli download tensorblock/mlfoundations-dev_extra_verified-32B-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'