license, model-index

license

model-index

apache-2.0

name results Laser-WestLake-2x7b task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 72.27 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 88.44 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 64.71 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 69.25 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 85.79 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 63.53 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b Open LLM Leaderboard

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