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--- |
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base_model: deepseek-ai/DeepSeek-V2-Lite-Chat |
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inference: false |
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library_name: gguf |
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pipeline_tag: text-generation |
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quantized_by: legraphista |
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tags: |
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- quantized |
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- GGUF |
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- imatrix |
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- quantization |
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- imat |
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- imatrix |
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- static |
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--- |
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# DeepSeek-V2-Lite-Chat-IMat-GGUF |
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_Llama.cpp imatrix quantization of deepseek-ai/DeepSeek-V2-Lite-Chat_ |
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Original Model: [deepseek-ai/DeepSeek-V2-Lite-Chat](https://huggingface.co/deepseek-ai/DeepSeek-V2-Lite-Chat) |
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Original dtype: `BF16` (`bfloat16`) |
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Quantized by: llama.cpp [https://github.com/fairydreaming/llama.cpp/tree/deepseek-v2](https://github.com/ggerganov/llama.cpp/releases/tag/https://github.com/fairydreaming/llama.cpp/tree/deepseek-v2) |
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IMatrix dataset: [here](https://gist.githubusercontent.com/legraphista/d6d93f1a254bcfc58e0af3777eaec41e/raw/d380e7002cea4a51c33fffd47db851942754e7cc/imatrix.calibration.medium.raw) |
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## Files |
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### IMatrix |
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Status: β
Available |
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Link: [here](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/imatrix.dat) |
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### Common Quants |
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| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split | |
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| -------- | ---------- | --------- | ------ | ------------ | -------- | |
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| [DeepSeek-V2-Lite-Chat.Q8_0.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q8_0.gguf) | Q8_0 | 16.70GB | β
Available | βͺ No | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q6_K.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q6_K.gguf) | Q6_K | 14.07GB | β
Available | βͺ No | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q4_K.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q4_K.gguf) | Q4_K | 10.36GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q3_K.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q3_K.gguf) | Q3_K | 8.13GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q2_K.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q2_K.gguf) | Q2_K | 6.43GB | β
Available | π’ Yes | π¦ No |
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### All Quants |
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| Filename | Quant type | File Size | Status | Uses IMatrix | Is Split | |
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| -------- | ---------- | --------- | ------ | ------------ | -------- | |
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| [DeepSeek-V2-Lite-Chat.FP16.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.FP16.gguf) | F16 | 31.42GB | β
Available | βͺ No | π¦ No |
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| [DeepSeek-V2-Lite-Chat.BF16.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.BF16.gguf) | BF16 | 31.42GB | β
Available | βͺ No | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q5_K.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q5_K.gguf) | Q5_K | 11.85GB | β
Available | βͺ No | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q5_K_S.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q5_K_S.gguf) | Q5_K_S | 11.14GB | β
Available | βͺ No | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q4_K_S.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q4_K_S.gguf) | Q4_K_S | 9.53GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q3_K_L.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q3_K_L.gguf) | Q3_K_L | 8.46GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q3_K_S.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q3_K_S.gguf) | Q3_K_S | 7.49GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.Q2_K_S.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.Q2_K_S.gguf) | Q2_K_S | 6.46GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ4_NL.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ4_NL.gguf) | IQ4_NL | 8.91GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ4_XS.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ4_XS.gguf) | IQ4_XS | 8.57GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ3_M.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ3_M.gguf) | IQ3_M | 7.55GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ3_S.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ3_S.gguf) | IQ3_S | 7.49GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ3_XS.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ3_XS.gguf) | IQ3_XS | 7.12GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ3_XXS.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ3_XXS.gguf) | IQ3_XXS | 6.96GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ2_M.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ2_M.gguf) | IQ2_M | 6.33GB | β
Available | π’ Yes | π¦ No |
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| [DeepSeek-V2-Lite-Chat.IQ2_S.gguf](https://huggingface.co/legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF/blob/main/DeepSeek-V2-Lite-Chat.IQ2_S.gguf) | IQ2_S | 6.01GB | β
Available | π’ Yes | π¦ No |
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| DeepSeek-V2-Lite-Chat.IQ2_XS | IQ2_XS | - | β³ Processing | π’ Yes | - |
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| DeepSeek-V2-Lite-Chat.IQ2_XXS | IQ2_XXS | - | β³ Processing | π’ Yes | - |
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| DeepSeek-V2-Lite-Chat.IQ1_M | IQ1_M | - | β³ Processing | π’ Yes | - |
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| DeepSeek-V2-Lite-Chat.IQ1_S | IQ1_S | - | β³ Processing | π’ Yes | - |
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## Downloading using huggingface-cli |
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First, make sure you have hugginface-cli installed: |
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``` |
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pip install -U "huggingface_hub[cli]" |
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``` |
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Then, you can target the specific file you want: |
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``` |
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huggingface-cli download legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF --include "DeepSeek-V2-Lite-Chat.Q8_0.gguf" --local-dir ./ |
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``` |
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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: |
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``` |
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huggingface-cli download legraphista/DeepSeek-V2-Lite-Chat-IMat-GGUF --include "DeepSeek-V2-Lite-Chat.Q8_0/*" --local-dir DeepSeek-V2-Lite-Chat.Q8_0 |
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# see FAQ for merging GGUF's |
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``` |
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## FAQ |
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### Why is the IMatrix not applied everywhere? |
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According to [this investigation](https://www.reddit.com/r/LocalLLaMA/comments/1993iro/ggufs_quants_can_punch_above_their_weights_now/), it appears that lower quantizations are the only ones that benefit from the imatrix input (as per hellaswag results). |
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### How do I merge a split GGUF? |
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1. Make sure you have `gguf-split` available |
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- To get hold of `gguf-split`, navigate to https://github.com/ggerganov/llama.cpp/releases |
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- Download the appropriate zip for your system from the latest release |
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- Unzip the archive and you should be able to find `gguf-split` |
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2. Locate your GGUF chunks folder (ex: `DeepSeek-V2-Lite-Chat.Q8_0`) |
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3. Run `gguf-split --merge DeepSeek-V2-Lite-Chat.Q8_0/DeepSeek-V2-Lite-Chat.Q8_0-00001-of-XXXXX.gguf DeepSeek-V2-Lite-Chat.Q8_0.gguf` |
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- Make sure to point `gguf-split` to the first chunk of the split. |
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--- |
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Got a suggestion? Ping me [@legraphista](https://x.com/legraphista)! |