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--- |
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base_model: [deepseek-ai/DeepSeek-Coder-V2-Instruct] |
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--- |
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#### Custom quantizations of deepseek-coder-v2-instruct optimized for cpu inference. |
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### This iq4xm one uses GGML TYPE IQ_4_XS 4bit in combination with q8_0 bit so it runs fast with minimal loss and takes advantage of int8 optimizations on most newer server cpus. |
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### While it required custom code to make, it is compatible with standard llama.cpp from github or just search nisten in lmstudio. |
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>[!TIP] |
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>The following 4bit version is the one I use myself, it gets 17tps on 64 arm cores. |
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> |
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>You don't need to consolidate the files anymore, just point llama-cli to the first one and it'll handle the rest fine. |
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> |
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>Then to run in commandline interactive mode (prompt.txt file is optional) just do: |
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>```c++ |
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>./llama-cli --temp 0.4 -m deepseek_coder_v2_cpu_iq4xm.gguf-00001-of-00004.gguf -c 32000 -co -cnv -i -f prompt.txt |
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>``` |
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> |
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```verilog |
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deepseek_coder_v2_cpu_iq4xm.gguf-00001-of-00004.gguf |
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deepseek_coder_v2_cpu_iq4xm.gguf-00002-of-00004.gguf |
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deepseek_coder_v2_cpu_iq4xm.gguf-00003-of-00004.gguf |
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deepseek_coder_v2_cpu_iq4xm.gguf-00004-of-00004.gguf |
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``` |
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>[!TIP] |
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>### To download the models MUCH faster on linux apt install aria2, on mac: brew install aria2 |
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> |
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```verilog |
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sudo apt install -y aria2 |
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aria2c -x 8 -o deepseek_coder_v2_cpu_iq4xm.gguf-00001-of-00004.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_iq4xm.gguf-00001-of-00004.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_iq4xm.gguf-00002-of-00004.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_iq4xm.gguf-00002-of-00004.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_iq4xm.gguf-00003-of-00004.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_iq4xm.gguf-00003-of-00004.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_iq4xm.gguf-00004-of-00004.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_iq4xm.gguf-00004-of-00004.gguf |
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``` |
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>[!TIP] |
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> ### And for downloading the Q8_0 version converted in the most lossless way possible from hf bf16 download these: |
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> |
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```verilog |
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aria2c -x 8 -o deepseek_coder_v2_cpu_q8_0-00001-of-00006.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_q8_0-00001-of-00006.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_q8_0-00002-of-00006.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_q8_0-00002-of-00006.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_q8_0-00003-of-00006.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_q8_0-00003-of-00006.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_q8_0-00004-of-00006.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_q8_0-00004-of-00006.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_q8_0-00005-of-00006.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_q8_0-00005-of-00006.gguf |
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aria2c -x 8 -o deepseek_coder_v2_cpu_q8_0-00006-of-00006.gguf \ |
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https://huggingface.co/nisten/deepseek-coder-v2-inst-cpu-optimized-gguf/resolve/main/deepseek_coder_v2_cpu_q8_0-00006-of-00006.gguf |
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``` |
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The use of DeepSeek-Coder-V2 Base/Instruct models is subject to [the Model License](https://github.com/deepseek-ai/DeepSeek-Coder-V2/blob/main/LICENSE-MODEL). DeepSeek-Coder-V2 series (including Base and Instruct) supports commercial use. It's a permissive license that only restrict use for military purposes, harming minors or patent trolling. |
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Enjoy and remember to accelerate! |
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-Nisten |
