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YiSM-blossom5.1-34B-SLERP
CombinHorizon/YiSM-blossom5.1-34B-SLERP
YiSM-blossom5.1-34B-SLERP is a text generation model from CombinHorizon. 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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171K
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Parameters
34.4B
68.8 GB on disk
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Repo makeup
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.safetensors68.8 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Aug 27, 2024
- Updated
- Sep 21, 2024
- SHA
- a9b4ce9a
Try a prompt
Base models
Model card
From the Hugging Face model README
merge
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:
slices:
- sources:
- model: altomek/YiSM-34B-0rn
layer_range:
- 0
- 60
- model: Azure99/blossom-v5.1-34b
layer_range:
- 0
- 60
merge_method: slerp
base_model: altomek/YiSM-34B-0rn
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: 0.38
dtype: bfloat16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 31.09 |
| IFEval (0-Shot) | 50.33 |
| BBH (3-Shot) | 46.40 |
| MATH Lvl 5 (4-Shot) | 19.79 |
| GPQA (0-shot) | 14.09 |
| MuSR (0-shot) | 14.37 |
| MMLU-PRO (5-shot) | 41.56 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Aug 27, 2024
- Updated
- Sep 21, 2024