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Z3R6X/Llama-3-8B-ORPO-V1
Llama-3-8B-ORPO-V1 is a text generation model from Z3R6X. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
Llama 3 8B finetuned on mlabonne/orpo-dpo-mix-40k with ORPO.\ Max length was reduced to 1024 tokens. LoRA (r=16) and 4bit quantization was used to increase memory efficiency.
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From the Hugging Face model README
Llama 3 8B finetuned on mlabonne/orpo-dpo-mix-40k with ORPO.
Max length was reduced to 1024 tokens. LoRA (r=16) and 4bit quantization was used to increase memory efficiency.
| Benchmark | LLaMa 3 8B | LLaMa 3 8B Inst | LLaMa 3 8B ORPO V1 | LLaMa 3 8B ORPO V2 (WIP) |
|---|---|---|---|---|
| MMLU | 62.12 | 63.92 | 61.87 | |
| BoolQ | 81.04 | 83.21 | 82.42 | |
| Winogrande | 73.24 | 72.06 | 74.43 | |
| ARC-Challenge | 53.24 | 56.91 | 52.90 | |
| TriviaQA | 63.33 | 51.09 | 63.93 | |
| GSM-8K (flexible) | 50.27 | 75.13 | 52.16 | |
| SQuAD V2 (f1) | 32.48 | 29.68 | 33.68 | |
| LogiQA | 29.23 | 32.87 | 30.26 | |
| All scores obtained with lm-evaluation-harness v0.4.2 |