ONNX Model Zoo

eduardoworrel/SmolLM2-360M-Instruct

By eduardoworrel · ↓ 7 · ♥ 0 · Updated 2024-11-25

What's in this repo

This page lists the files in eduardoworrel/SmolLM2-360M-Instruct, including model.onnx, model_bnb4.onnx, model_fp16.onnx and more.

  • 8 ONNX models (.onnx files)
  • 18 files, including 8 .onnx, 7 .json, 1 .md, 1 .txt
  • Last updated 2024-11-25

ONNX files

File Size Download
onnx/model.onnx — Download
onnx/model_bnb4.onnx — Download
onnx/model_fp16.onnx — Download
onnx/model_int8.onnx — Download
onnx/model_q4.onnx — Download
onnx/model_q4f16.onnx — Download
onnx/model_quantized.onnx — Download
onnx/model_uint8.onnx — Download

How to use

These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.

README

Usage (Transformers.js)

If you haven't already, you can install the Transformers.js JavaScript library from NPM using:

npm i @huggingface/transformers

You can then generate text as follows:

import { pipeline } from '@huggingface/transformers';

// Create a text generation pipeline
const generator = await pipeline('text-generation', 'eduardoworrel/SmolLM2-360M-Instruct', {
  device: 'webgpu', // <- Run on WebGPU
});

// Define the list of messages
const messages = [
  { role: "system", content: "You are a helpful assistant." },
  { role: "user", content: "What is the capital of Brazil?" },
];

// Generate a response
const output = await generator(messages, { max_new_tokens: 128 });
console.log(output[0].generated_text.at(-1).content);

Model info

text-generation transformers.js
transformers.js onnx llama text-generation conversational base_model:HuggingFaceTB/SmolLM2-360M-Instruct base_model:quantized:HuggingFaceTB/SmolLM2-360M-Instruct license:apache-2.0 region:us
↓ 7 ♥ 0

Created: 2024-11-25

Updated: 2024-11-25

View on Hugging Face

Files (18)

.gitattributes
README.md
config.json
generation_config.json
merges.txt
onnx/model.onnx ONNX
onnx/model_bnb4.onnx ONNX
onnx/model_fp16.onnx ONNX
onnx/model_int8.onnx ONNX
onnx/model_q4.onnx ONNX
onnx/model_q4f16.onnx ONNX
onnx/model_quantized.onnx ONNX
onnx/model_uint8.onnx ONNX
quantize_config.json
special_tokens_map.json
tokenizer.json
tokenizer_config.json
vocab.json

Related models