| | --- |
| | license: apache-2.0 |
| | model_name: SmolLM-360M-Instruct |
| | base_model: HuggingFaceTB/SmolLM-360M-Instruct |
| | model_creator: HuggingFaceTB |
| | quantized_by: Second State Inc. |
| | library_name: transformers |
| | language: |
| | - en |
| | --- |
| | |
| | <!-- header start --> |
| | <!-- 200823 --> |
| | <div style="width: auto; margin-left: auto; margin-right: auto"> |
| | <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;"> |
| | </div> |
| | <hr style="margin-top: 1.0em; margin-bottom: 1.0em;"> |
| | <!-- header end --> |
| |
|
| | # SmolLM-360M-Instruct |
| |
|
| | ## Original Model |
| |
|
| | [HuggingFaceTB/SmolLM-360M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM-360M-Instruct) |
| |
|
| | ## Run with LlamaEdge |
| |
|
| | - LlamaEdge version: [v0.12.5](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.5) and above |
| |
|
| | - Prompt template |
| |
|
| | - Prompt type: `chatml` |
| |
|
| | - Prompt string |
| |
|
| | ```text |
| | <|im_start|>system |
| | {system_message}<|im_end|> |
| | <|im_start|>user |
| | {prompt}<|im_end|> |
| | <|im_start|>assistant |
| | ``` |
| | |
| | - Context size: `2048` |
| |
|
| | - Run as LlamaEdge service |
| |
|
| | ```bash |
| | wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM-360M-Instruct-Q5_K_M.gguf \ |
| | llama-api-server.wasm \ |
| | --prompt-template chatml \ |
| | --ctx-size 2048 \ |
| | --model-name SmolLM-360M-Instruct |
| | ``` |
| |
|
| | - Run as LlamaEdge command app |
| |
|
| | ```bash |
| | wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM-360M-Instruct-Q5_K_M.gguf \ |
| | llama-chat.wasm \ |
| | --prompt-template chatml \ |
| | --ctx-size 2048 |
| | ``` |
| |
|
| | ## Quantized GGUF Models |
| |
|
| | | Name | Quant method | Bits | Size | Use case | |
| | | ---- | ---- | ---- | ---- | ----- | |
| | | [SmolLM-360M-Instruct-Q2_K.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q2_K.gguf) | Q2_K | 2 | 219 MB | smallest, significant quality loss - not recommended for most purposes | |
| | | [SmolLM-360M-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 246 MB | small, substantial quality loss | |
| | | [SmolLM-360M-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 235 MB | very small, high quality loss | |
| | | [SmolLM-360M-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 219 MB | very small, high quality loss | |
| | | [SmolLM-360M-Instruct-Q4_0.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q4_0.gguf) | Q4_0 | 4 | 229 MB | legacy; small, very high quality loss - prefer using Q3_K_M | |
| | | [SmolLM-360M-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 271 MB | medium, balanced quality - recommended | |
| | | [SmolLM-360M-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 260 MB | small, greater quality loss | |
| | | [SmolLM-360M-Instruct-Q5_0.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q5_0.gguf) | Q5_0 | 5 | 268 MB | legacy; medium, balanced quality - prefer using Q4_K_M | |
| | | [SmolLM-360M-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 290 MB | large, very low quality loss - recommended | |
| | | [SmolLM-360M-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 283 MB | large, low quality loss - recommended | |
| | | [SmolLM-360M-Instruct-Q6_K.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q6_K.gguf) | Q6_K | 6 | 367 MB | very large, extremely low quality loss | |
| | | [SmolLM-360M-Instruct-Q8_0.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-Q8_0.gguf) | Q8_0 | 8 | 386 MB | very large, extremely low quality loss - not recommended | |
| | | [SmolLM-360M-Instruct-f16.gguf](https://huggingface.co/second-state/SmolLM-360M-Instruct-GGUF/blob/main/SmolLM-360M-Instruct-f16.gguf) | f16 | 16 | 726 MB| | |
| | |
| | *Quantized with llama.cpp b3445.* |
