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starcoder2-15b-instruct-GGUF

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Llamacpp quants

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Files changed (15) hide show
  1. .gitattributes +13 -0
  2. README.md +34 -0
  3. starcoder2-15b-instruct-Q2_K.gguf +3 -0
  4. starcoder2-15b-instruct-Q3_K_L.gguf +3 -0
  5. starcoder2-15b-instruct-Q3_K_M.gguf +3 -0
  6. starcoder2-15b-instruct-Q3_K_S.gguf +3 -0
  7. starcoder2-15b-instruct-Q4_0.gguf +3 -0
  8. starcoder2-15b-instruct-Q4_K_M.gguf +3 -0
  9. starcoder2-15b-instruct-Q4_K_S.gguf +3 -0
  10. starcoder2-15b-instruct-Q5_0.gguf +3 -0
  11. starcoder2-15b-instruct-Q5_K_M.gguf +3 -0
  12. starcoder2-15b-instruct-Q5_K_S.gguf +3 -0
  13. starcoder2-15b-instruct-Q6_K.gguf +3 -0
  14. starcoder2-15b-instruct-Q8_0.gguf +3 -0
  15. starcoder2-15b-instruct-fp16.gguf +3 -0
.gitattributes CHANGED
@@ -33,3 +33,16 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
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+ starcoder2-15b-instruct-fp16.gguf filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags:
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+ - code
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+ - starcoder2
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+ library_name: transformers
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+ pipeline_tag: text-generation
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+ license: bigcode-openrail-m
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+ quantized_by: bartowski
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+ ---
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+
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+ ## Llamacpp Quantizations of starcoder2-15b-instruct
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+
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+ Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b2354">b2354</a> for quantization.
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+
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+ Original model: https://huggingface.co/TechxGenus/starcoder2-15b-instruct
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+
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+ Download a file (not the whole branch) from below:
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+
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+ | Filename | Quant type | File Size | Description |
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+ | -------- | ---------- | --------- | ----------- |
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+ | [starcoder2-15b-instruct-Q8_0.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q8_0.gguf) | Q8_0 | 16.96GB | Extremely high quality, generally unneeded but max available quant. |
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+ | [starcoder2-15b-instruct-Q6_K.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q6_K.gguf) | Q6_K | 13.10GB | Very high quality, near perfect, *recommended*. |
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+ | [starcoder2-15b-instruct-Q5_K_M.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q5_K_M.gguf) | Q5_K_M | 11.43GB | High quality, very usable. |
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+ | [starcoder2-15b-instruct-Q5_K_S.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q5_K_S.gguf) | Q5_K_S | 11.02GB | High quality, very usable. |
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+ | [starcoder2-15b-instruct-Q5_0.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q5_0.gguf) | Q5_0 | 11.02GB | High quality, older format, generally not recommended. |
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+ | [starcoder2-15b-instruct-Q4_K_M.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q4_K_M.gguf) | Q4_K_M | 9.86GB | Good quality, similar to 4.25 bpw. |
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+ | [starcoder2-15b-instruct-Q4_K_S.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q4_K_S.gguf) | Q4_K_S | 9.25GB | Slightly lower quality with small space savings. |
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+ | [starcoder2-15b-instruct-Q4_0.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q4_0.gguf) | Q4_0 | 9.06GB | Decent quality, older format, generally not recommended. |
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+ | [starcoder2-15b-instruct-Q3_K_L.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q3_K_L.gguf) | Q3_K_L | 8.96GB | Lower quality but usable, good for low RAM availability. |
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+ | [starcoder2-15b-instruct-Q3_K_M.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q3_K_M.gguf) | Q3_K_M | 8.10GB | Even lower quality. |
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+ | [starcoder2-15b-instruct-Q3_K_S.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q3_K_S.gguf) | Q3_K_S | 6.98GB | Low quality, not recommended. |
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+ | [starcoder2-15b-instruct-Q2_K.gguf](https://huggingface.co/bartowski/starcoder2-15b-instruct-GGUF/blob/main/starcoder2-15b-instruct-Q2_K.gguf) | Q2_K | 6.19GB | Extremely low quality, *not* recommended.
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+
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+ Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
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