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xDAN-SlimOrca
Azazelle/xDAN-SlimOrca
xDAN-SlimOrca is a text generation model from Azazelle. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-4.0.
Slerp merge of xDAN-L1-Chat-RL-v1 and mistral-7b-slimorcaboros.
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37.5K
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7.2B
14.5 GB on disk
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Repo makeup
Click a slice to open those files.
.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- cc-by-4.0
- Model type
- mistral
- Access
- Public
- Created
- Dec 29, 2023
- Updated
- Jun 5, 2024
- SHA
- 1baf5947
Try a prompt
Model card
From the Hugging Face model README
Model Card for xDAN-SlimOrca
<!-- Provide a quick summary of what the model is/does. -->Slerp merge of xDAN-L1-Chat-RL-v1 and mistral-7b-slimorcaboros.
.yaml file for mergekit
slices:
- sources:
- model: xDAN-AI/xDAN-L1-Chat-RL-v1
layer_range: [0, 32]
- model: openaccess-ai-collective/mistral-7b-slimorcaboros
layer_range: [0, 32]
merge_method: slerp
base_model: mistralai/Mistral-7B-v0.1
parameters:
t:
- filter: self_attn
value: [0.14, 0.57, 0.4, 0.74, 1]
- filter: mlp
value: [0.86, 0.43, 0.6, 0.26, 0]
- value: 0.5 # fallback for rest of tensors
dtype: float16
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 68.04 |
| AI2 Reasoning Challenge (25-Shot) | 65.61 |
| HellaSwag (10-Shot) | 85.70 |
| MMLU (5-Shot) | 63.67 |
| TruthfulQA (0-shot) | 57.68 |
| Winogrande (5-shot) | 77.66 |
| GSM8k (5-shot) | 57.92 |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- cc-by-4.0
- Created
- Dec 29, 2023
- Updated
- Jun 5, 2024