llama-161M
Trained on 100B tokens.
- 1e-3 LR
- 0.1 wd
- WSD scheduler with 10% decay
- 80% code, 10% NL, 10% instruction data
- Dataset decontaminated against popular benchmarks following bigcode
- 8x3090s 110~ hours
This is a base pretrained model and requires further fine tuning to be useful.
Model Details
| openai/openai_humaneval (greedy) | mbpp (greedy) |
|---|---|
| 9.2% | 9.8% |
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