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--- |
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license: apache-2.0 |
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model_name: SmolLM-135M-Instruct |
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base_model: HuggingFaceTB/SmolLM-135M-Instruct |
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model_creator: HuggingFaceTB |
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quantized_by: Second State Inc. |
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library_name: transformers |
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language: |
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- en |
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--- |
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<!-- header start --> |
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<!-- 200823 --> |
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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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# SmolLM-135M-Instruct |
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## Original Model |
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[HuggingFaceTB/SmolLM-135M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM-135M-Instruct) |
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## Run with LlamaEdge |
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- LlamaEdge version: coming soon |
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<!-- - LlamaEdge version: [v0.12.4](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.4) and above |
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- Prompt template |
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- Prompt type: `llama-3-chat` |
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- Prompt string |
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```text |
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<|begin_of_text|><|start_header_id|>system<|end_header_id|> |
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{{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|> |
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{{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> |
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{{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|> |
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{{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|> |
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``` --> |
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- Context size: `2048` |
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<!-- - Run as LlamaEdge service |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM-135M-Instruct-Q5_K_M.gguf \ |
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llama-api-server.wasm \ |
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--prompt-template llama-3-chat \ |
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--ctx-size 2048 \ |
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--model-name SmolLM-135M-Instruct |
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``` |
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- Run as LlamaEdge command app |
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```bash |
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM-135M-Instruct-Q5_K_M.gguf \ |
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llama-chat.wasm \ |
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--prompt-template llama-3-chat \ |
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--ctx-size 2048 \ |
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``` --> |
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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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| [SmolLM-135M-Instruct-Q2_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q2_K.gguf) | Q2_K | 2 | 88.2 MB | smallest, significant quality loss - not recommended for most purposes | |
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| [SmolLM-135M-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 97.5 MB | small, substantial quality loss | |
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| [SmolLM-135M-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 93.5 MB | very small, high quality loss | |
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| [SmolLM-135M-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 88.2 MB | very small, high quality loss | |
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| [SmolLM-135M-Instruct-Q4_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q4_0.gguf) | Q4_0 | 4 | 91.7 MB | legacy; small, very high quality loss - prefer using Q3_K_M | |
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| [SmolLM-135M-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 105 MB | medium, balanced quality - recommended | |
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| [SmolLM-135M-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 102 MB | small, greater quality loss | |
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| [SmolLM-135M-Instruct-Q5_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q5_0.gguf) | Q5_0 | 5 | 105 MB | legacy; medium, balanced quality - prefer using Q4_K_M | |
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| [SmolLM-135M-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 112 MB | large, very low quality loss - recommended | |
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| [SmolLM-135M-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 110 MB | large, low quality loss - recommended | |
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| [SmolLM-135M-Instruct-Q6_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q6_K.gguf) | Q6_K | 6 | 138 MB | very large, extremely low quality loss | |
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| [SmolLM-135M-Instruct-Q8_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-Q8_0.gguf) | Q8_0 | 8 | 145 MB | very large, extremely low quality loss - not recommended | |
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| [SmolLM-135M-Instruct-f16.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct-GGUF/blob/main/SmolLM-135M-Instruct-f16.gguf) | f16 | 16 | 271 MB| | |
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*Quantized with llama.cpp b3445.* |
