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--- |
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base_model: bigcode/starcoder2-3b |
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inference: false |
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license: bigcode-openrail-m |
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library_name: transformers |
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model_creator: bigcode |
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model_name: StarCoder2 3B |
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pipeline_tag: text-generation |
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quantized_by: Second State Inc. |
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tags: |
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- code |
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--- |
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<div style="width: auto; margin-left: auto; margin-right: auto"> |
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<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> |
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</div> |
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<hr style="margin-top: 1.0em; margin-bottom: 1.0em;"> |
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<!-- header end --> |
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# StarCoder2-3B-GGUF |
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## Original Model |
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[bigcode/starcoder2-3b](https://huggingface.co/bigcode/starcoder2-3b) |
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## Run with LlamaEdge |
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- LlamaEdge version: coming soon |
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- Context size: `3072` |
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## Quantized GGUF Models |
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| Name | Quant method | Bits | Size | Use case | |
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| ---- | ---- | ---- | ---- | ----- | |
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| [starcoder2-3b-Q2_K.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q2_K.gguf) | Q2_K | 2 | 1.15 GB| smallest, significant quality loss - not recommended for most purposes | |
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| [starcoder2-3b-Q3_K_L.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q3_K_L.gguf) | Q3_K_L | 3 | 1.68 GB| small, substantial quality loss | |
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| [starcoder2-3b-Q3_K_M.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q3_K_M.gguf) | Q3_K_M | 3 | 1.51 GB| very small, high quality loss | |
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| [starcoder2-3b-Q3_K_S.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q3_K_S.gguf) | Q3_K_S | 3 | 1.31 GB| very small, high quality loss | |
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| [starcoder2-3b-Q4_0.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q4_0.gguf) | Q4_0 | 4 | 1.71 GB| legacy; small, very high quality loss - prefer using Q3_K_M | |
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| [starcoder2-3b-Q4_K_M.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q4_K_M.gguf) | Q4_K_M | 4 | 1.85 GB| medium, balanced quality - recommended | |
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| [starcoder2-3b-Q4_K_S.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q4_K_S.gguf) | Q4_K_S | 4 | 1.74 GB| small, greater quality loss | |
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| [starcoder2-3b-Q5_0.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q5_0.gguf) | Q5_0 | 5 | 2.09 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
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| [starcoder2-3b-Q5_K_M.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q5_K_M.gguf) | Q5_K_M | 5 | 2.16 GB| large, very low quality loss - recommended | |
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| [starcoder2-3b-Q5_K_S.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q5_K_S.gguf) | Q5_K_S | 5 | 2.09 GB| large, low quality loss - recommended | |
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| [starcoder2-3b-Q6_K.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q6_K.gguf) | Q6_K | 6 | 2.49 GB| very large, extremely low quality loss | |
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| [starcoder2-3b-Q8_0.gguf](https://huggingface.co/second-state/StarCoder2-3B-GGUF/blob/main/starcoder2-3b-Q8_0.gguf) | Q8_0 | 8 | 3.22 GB| very large, extremely low quality loss - not recommended | |
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*Quantized with llama.cpp b2308* |
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