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Hermes-low-tune-3
nlpguy/Hermes-low-tune-3
Hermes-low-tune-3 is a text generation model from nlpguy. 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.
This is a merge of pre-trained language models created using mergekit.
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7.2B
14.5 GB on disk
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Repo makeup
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.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Jan 6, 2024
- Updated
- Mar 4, 2024
- SHA
- 65c81d4e
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Base models
Model card
From the Hugging Face model README
merged
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
base_model: openaccess-ai-collective/DPOpenHermes-7B-v2
dtype: bfloat16
merge_method: slerp
parameters:
t:
- value: 0.25
slices:
- sources:
- layer_range: [0, 32]
model: openaccess-ai-collective/DPOpenHermes-7B-v2
- layer_range: [0, 32]
model: nlpguy/Hermes-low-tune-2
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 69.25 |
| AI2 Reasoning Challenge (25-Shot) | 66.21 |
| HellaSwag (10-Shot) | 84.99 |
| MMLU (5-Shot) | 63.74 |
| TruthfulQA (0-shot) | 57.94 |
| Winogrande (5-shot) | 78.77 |
| GSM8k (5-shot) | 63.84 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Jan 6, 2024
- Updated
- Mar 4, 2024