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Laser-WestLake-2x7b
macadeliccc/Laser-WestLake-2x7b
Laser-WestLake-2x7b is a text generation model from macadeliccc. 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.
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12.9B
25.8 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mixtral
- Access
- Public
- Created
- Jan 27, 2024
- Updated
- Mar 4, 2024
- SHA
- e9b127eb
Try a prompt
Model card
From the Hugging Face model README
Laser-Westlake-2x7B
This model is a moerge of cognitivecomputations/WestLake-7B-v2-laser and SanjiWatsuki/Kunoichi-DPO-v2-7B
Process
- WestLake-7B-v2-laser is the base model and one of the experts rather than utilizing 3 different models.
- Will attempt to laser the final product as well, but given that the base has already been lasered it may not work out.
- I have another version using the original, non-lasered WestLake-7B that I will also attempt to laser and report the differences.
Usage
Usage is the same as the original WestLake-7B
GGUF
Available here
Evaluations
<pre>----Benchmark Complete---- 2024-01-27 19:12:49 Time taken: 24.3 mins Prompt Format: ChatML Model: macadeliccc/Laser-WestLake-2x7b-GGUF Score (v2): 75.42 Parseable: 171.0 --------------- Batch completed Time taken: 24.4 mins --------------- </pre>Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 74.00 |
| AI2 Reasoning Challenge (25-Shot) | 72.27 |
| HellaSwag (10-Shot) | 88.44 |
| MMLU (5-Shot) | 64.71 |
| TruthfulQA (0-shot) | 69.25 |
| Winogrande (5-shot) | 85.79 |
| GSM8k (5-shot) | 63.53 |
- Task
- Text Generation
- Library
- transformers
- Type
- mixtral
- License
- apache-2.0
- Created
- Jan 27, 2024
- Updated
- Mar 4, 2024