---
base_model: unsloth/Llama-3.2-1B-Instruct-bnb-4bit
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
---

FINAL BENCHMARKING
------------------------------
- **Time to First Token (TTFT)**: 0.001s
- **Time Per Output Token (TPOT):** 41.83ms/token
- **Throughput (token/s):** 24.35token/s
- **Average Token Latency (ms/token):** 41.92ms/token
- **Total Generation Time:** 18.427s
- **Input Tokenization Time:** 0.009s
- **Input Tokens:** 1909
- **Output Tokens:** 443
- **Total Tokens:** 2352
- **Memory Usage (GPU):** 3.38GB

# Uploaded  model

- **Developed by:** vietphuon
- **License:** apache-2.0
- **Finetuned from model :** unsloth/Llama-3.2-1B-Instruct-bnb-4bit

This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)