|
---
|
|
license: apache-2.0
|
|
model_name: SmolLM-135M-Instruct
|
|
base_model: HuggingFaceTB/SmolLM-135M-Instruct
|
|
inference: false
|
|
model_creator: Meta Llama3
|
|
model_type: llama
|
|
pipeline_tag: text-generation
|
|
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-135M-Instruct
|
|
|
|
## Original Model
|
|
|
|
[HuggingFaceTB/SmolLM-135M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM-135M-Instruct)
|
|
|
|
## Run with LlamaEdge
|
|
|
|
- LlamaEdge version: coming soon
|
|
<!--
|
|
- LlamaEdge version: [v0.12.4](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.4) and above
|
|
|
|
- Prompt template
|
|
|
|
- Prompt type: `llama-3-chat`
|
|
|
|
- Prompt string
|
|
|
|
```text
|
|
<|begin_of_text|><|start_header_id|>system<|end_header_id|>
|
|
|
|
{{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|>
|
|
|
|
{{ user_message_1 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
|
|
|
{{ model_answer_1 }}<|eot_id|><|start_header_id|>user<|end_header_id|>
|
|
|
|
{{ user_message_2 }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
|
|
``` -->
|
|
|
|
- Context size: `2048`
|
|
<!--
|
|
- Run as LlamaEdge service
|
|
|
|
```bash
|
|
wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM-135M-Instruct-Q5_K_M.gguf \
|
|
llama-api-server.wasm \
|
|
--prompt-template llama-3-chat \
|
|
--ctx-size 2048 \
|
|
--model-name SmolLM-135M-Instruct
|
|
```
|
|
|
|
- Run as LlamaEdge command app
|
|
|
|
```bash
|
|
wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM-135M-Instruct-Q5_K_M.gguf \
|
|
llama-chat.wasm \
|
|
--prompt-template llama-3-chat \
|
|
--ctx-size 2048 \
|
|
``` -->
|
|
|
|
## Quantized GGUF Models
|
|
|
|
| Name | Quant method | Bits | Size | Use case |
|
|
| ---- | ---- | ---- | ---- | ----- |
|
|
| [SmolLM-135M-Instruct-Q2_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q2_K.gguf) | Q2_K | 2 | 88.2 MB | smallest, significant quality loss - not recommended for most purposes |
|
|
| [SmolLM-135M-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 97.5 MB | small, substantial quality loss |
|
|
| [SmolLM-135M-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 93.5 MB | very small, high quality loss |
|
|
| [SmolLM-135M-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 88.2 MB | very small, high quality loss |
|
|
| [SmolLM-135M-Instruct-Q4_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/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 |
|
|
| [SmolLM-135M-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 105 MB | medium, balanced quality - recommended |
|
|
| [SmolLM-135M-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 102 MB | small, greater quality loss |
|
|
| [SmolLM-135M-Instruct-Q5_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q5_0.gguf) | Q5_0 | 5 | 105 MB | legacy; medium, balanced quality - prefer using Q4_K_M |
|
|
| [SmolLM-135M-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 112 MB | large, very low quality loss - recommended |
|
|
| [SmolLM-135M-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 110 MB | large, low quality loss - recommended |
|
|
| [SmolLM-135M-Instruct-Q6_K.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q6_K.gguf) | Q6_K | 6 | 138 MB | very large, extremely low quality loss |
|
|
| [SmolLM-135M-Instruct-Q8_0.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-Q8_0.gguf) | Q8_0 | 8 | 145 MB | very large, extremely low quality loss - not recommended |
|
|
| [SmolLM-135M-Instruct-f16.gguf](https://huggingface.co/second-state/SmolLM-135M-Instruct/blob/main/SmolLM-135M-Instruct-f16.gguf) | f16 | 16 | 271 MB| |
|
|
|
|
*Quantized with llama.cpp b3445.* |
