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agronomYi-hermes-34B
gbstox/agronomYi-hermes-34B
agronomYi-hermes-34B is a text generation model from gbstox. Use it when you need the model to write or continue text. It is set up for transformers.
<img src="https://cdn-uploads.huggingface.co/production/uploads/63042a3d7373aacccd896484/TwXNxFw8zSLuWjiYL41Bj.jpeg" width="500"
All-time downloads
450
Public
Repo size
206 GB
Likes
2
Public
Repo makeup
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.bin68.8 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Jan 10, 2024
- Updated
- Jan 18, 2024
- SHA
- 6d7cb9cf
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Base models
Datasets
Model card
From the Hugging Face model README
AgronomYi-hermes-34B
<img src="https://cdn-uploads.huggingface.co/production/uploads/63042a3d7373aacccd896484/TwXNxFw8zSLuWjiYL41Bj.jpeg" width="500" >About
AgronomYi is a fine tune of Nous-Hermes-2-Yi-34B, which uses Yi-34B as the base model. I fine tuned this with agronomy data (exclusively textbooks & university extension guides), full training data set here). AgronomYi outperforms all models on the benchmark except for gpt-4, and consistently beats the base model by 7-9% and the hermes fine tune by 3-5%. I take this to mean that even better results can be acheived with additional fine tuning, and larger models tend to perform better in general.
Benchmark comparison
| Model Name | Score | Date Tested |
|---|---|---|
| gpt-4 | 85.71% | 2024-01-15 |
| agronomYi-hermes-34b | 79.05% | 2024-01-15 |
| mistral-medium | 77.14% | 2024-01-15 |
| nous-hermes-yi-34b | 76.19% | 2024-01-15 |
| mixtral-8x7b-instruct | 72.38% | 2024-01-15 |
| claude-2 | 72.38% | 2024-01-15 |
| yi-34b-chat | 71.43% | 2024-01-15 |
| norm | 69.52% | 2024-01-17 |
| openhermes-2.5-mistral-7b | 69.52% | 2024-01-15 |
| gpt-3.5-turbo | 67.62% | 2024-01-15 |
| mistral-7b-instruct | 61.9% | 2024-01-15 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Languages
- en
- Created
- Jan 10, 2024
- Updated
- Jan 18, 2024