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tinyllama-730M-test
Josephgflowers/tinyllama-730M-test
tinyllama-730M-test is a text generation model from Josephgflowers. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
I cut my TinyLlama 1.1B cinder v 2 down from 22 layers to 14. At 14 there was no coherent text but there were emerging ideas of a response. 1000 steps on step-by-step dataset. 6000 on Reason-with-cinder. The loss was…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- llama
- Access
- Public
- Created
- Feb 14, 2024
- Updated
- Mar 9, 2024
- SHA
- a89cc8cc
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Model card
From the Hugging Face model README
I cut my TinyLlama 1.1B cinder v 2 down from 22 layers to 14. At 14 there was no coherent text but there were emerging ideas of a response. 1000 steps on step-by-step dataset. 6000 on Reason-with-cinder. The loss was still over 1 and the learning rate was still over 4. This model needs significat training. I am putting it up as a base model that needs work. If you continue training please let me know on the tinyllama discord, I have some interesting plans for this model.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 29.55 |
| AI2 Reasoning Challenge (25-Shot) | 25.09 |
| HellaSwag (10-Shot) | 33.82 |
| MMLU (5-Shot) | 24.43 |
| TruthfulQA (0-shot) | 42.90 |
| Winogrande (5-shot) | 51.07 |
| GSM8k (5-shot) | 0.00 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- mit
- Created
- Feb 14, 2024
- Updated
- Mar 9, 2024