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sheared-plus-westlake-50_75p
Aryanne/sheared-plus-westlake-50_75p
sheared-plus-westlake-50_75p is a text generation model from Aryanne. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Another trial of merging models with different sizes, still under testing, should be more stable, but I have no ideia if it's improving or degrading the base model.
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2.7B
6.9 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Jan 23, 2024
- Updated
- Mar 4, 2024
- SHA
- 9b38bb4b
Try a prompt
Model card
From the Hugging Face model README
Another trial of merging models with different sizes, still under testing, should be more stable, but I have no ideia if it's improving or degrading the base model.
In this I changed something, to have more Westlake. Recipe:
merge_method: task_anysize
base_model: princeton-nlp/Sheared-LLaMA-2.7B-ShareGPT
models:
- model: senseable/WestLake-7B-v2
parameters:
weight: 1.0
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 36.31 |
| AI2 Reasoning Challenge (25-Shot) | 34.04 |
| HellaSwag (10-Shot) | 58.05 |
| MMLU (5-Shot) | 26.24 |
| TruthfulQA (0-shot) | 42.64 |
| Winogrande (5-shot) | 56.91 |
| GSM8k (5-shot) | 0.00 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Jan 23, 2024
- Updated
- Mar 4, 2024