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Helios-10.7B
occultml/Helios-10.7B
Helios-10.7B is a text generation model from occultml. 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 model is a merge of the following models made with mergekit: jeonsworld/CarbonVillain-en-10.7B-v4 kekmodel/StopCarbon-10.7B-v5
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7.2B
14.5 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
- Dec 31, 2023
- Updated
- Apr 1, 2024
- SHA
- 4cb1d09e
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Model card
From the Hugging Face model README
Helios-10.7B
This model is a merge of the following models made with mergekit:
🧩 Configuration
slices:
- sources:
- model: jeonsworld/CarbonVillain-en-10.7B-v4
layer_range: [0, 32]
- model: kekmodel/StopCarbon-10.7B-v5
layer_range: [0, 32]
merge_method: slerp
base_model: jeonsworld/CarbonVillain-en-10.7B-v4
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 42.19 |
| AI2 Reasoning Challenge (25-Shot) | 38.91 |
| HellaSwag (10-Shot) | 46.60 |
| MMLU (5-Shot) | 41.40 |
| TruthfulQA (0-shot) | 55.52 |
| Winogrande (5-shot) | 70.72 |
| GSM8k (5-shot) | 0.00 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Featherless Ai
- live
- Created
- Dec 31, 2023
- Updated
- Apr 1, 2024