RichardErkhov/Leogrin_-_eleuther-pythia1.4b-hh-sft-awq

Quantization made by Richard Erkhov.

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eleuther-pythia1.4b-hh-sft - AWQ

• Model creator: https://huggingface.co/Leogrin/
• Original model: https://huggingface.co/Leogrin/eleuther-pythia1.4b-hh-sft/

Original model description:

language: - en tags: - pytorch - causal-lm - pythia license: apache-2.0 datasets: - Anthropic/hh-rlhf

Infos

Pythia-1.4b supervised finetuned with Anthropic-hh-rlhf dataset for 1 epoch.

wandb log

See Pythia-1.4b for model details (paper).

Benchmark raw results:

Results for the base model are taken from the Pythia paper.

Zero shot

Task	1.4B_base	1.4B_sft
Lambada (OpenAI)	0.616 ± 0.007	0.5977 ± 0.0068
PIQA	0.711 ± 0.011	0.7133 ± 0.0106
WinoGrande	0.573 ± 0.014	0.5793 ± 0.0139
WSC	0.365 ± 0.047	0.3654 ± 0.0474
ARC - Easy	0.606 ± 0.010	0.6098 ± 0.0100
ARC - Challenge	0.260 ± 0.013	0.2696 ± 0.0130
SciQ	0.865 ± 0.011	0.8540 ± 0.0112
LogiQA	0.210 ± 0.016	NA

Five shot

Task	1.4B_base	1.4B_sft
Lambada (OpenAI)	0.578 ± 0.007	0.5201 ± 0.007
PIQA	0.705 ± 0.011	0.7176 ± 0.0105
WinoGrande	0.580 ± 0.014	0.5793 ± 0.0139
WSC	0.365 ± 0.047	0.5288 ± 0.0492
ARC - Easy	0.643 ± 0.010	0.6376 ± 0.0099
ARC - Challenge	0.290 ± 0.013	0.2935 ± 0.0133
SciQ	0.92 ± 0.009	0.9180 ± 0.0087
LogiQA	0.240 ± 0.017	N/A