WestLake
Collection
8 items
•
Updated
•
1
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
----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 ---------------
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 |
- Downloads last month
- 306
This model does not have enough activity to be deployed to Inference API (serverless) yet.
Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Collection including macadeliccc/Laser-WestLake-2x7b
Evaluation results
- normalized accuracy on AI2 Reasoning Challenge (25-Shot)test set Open LLM Leaderboard72.270
- normalized accuracy on HellaSwag (10-Shot)validation set Open LLM Leaderboard88.440
- accuracy on MMLU (5-Shot)test set Open LLM Leaderboard64.710
- mc2 on TruthfulQA (0-shot)validation set Open LLM Leaderboard69.250
- accuracy on Winogrande (5-shot)validation set Open LLM Leaderboard85.790
- accuracy on GSM8k (5-shot)test set Open LLM Leaderboard63.530