154 lines
4.4 KiB
Markdown
154 lines
4.4 KiB
Markdown
---
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license: apache-2.0
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model-index:
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- name: Laser-WestLake-2x7b
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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metrics:
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- type: acc_norm
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value: 72.27
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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value: 88.44
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU (5-Shot)
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type: cais/mmlu
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config: all
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 64.71
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 69.25
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 85.79
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GSM8k (5-shot)
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type: gsm8k
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 63.53
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/Laser-WestLake-2x7b
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name: Open LLM Leaderboard
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---
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# Laser-Westlake-2x7B
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This model is a moerge of [cognitivecomputations/WestLake-7B-v2-laser](https://huggingface.co/cognitivecomputations/WestLake-7B-v2-laser) and [SanjiWatsuki/Kunoichi-DPO-v2-7B](https://huggingface.co/SanjiWatsuki/Kunoichi-DPO-v2-7B)
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## Process
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+ WestLake-7B-v2-laser is the base model and one of the experts rather than utilizing 3 different models.
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+ Will attempt to laser the final product as well, but given that the base has already been lasered it may not work out.
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+ I have another version using the original, non-lasered WestLake-7B that I will also attempt to laser and report the differences.
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# Usage
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Usage is the same as the [original WestLake-7B](https://huggingface.co/senseable/WestLake-7B-v2)
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## GGUF
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Available [here](https://huggingface.co/macadeliccc/Laser-WestLake-2x7b-GGUF)
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## Evaluations
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<pre>----Benchmark Complete----
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2024-01-27 19:12:49
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Time taken: 24.3 mins
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Prompt Format: ChatML
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Model: macadeliccc/Laser-WestLake-2x7b-GGUF
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Score (v2): 75.42
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Parseable: 171.0
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---------------
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Batch completed
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Time taken: 24.4 mins
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---------------
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</pre>
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_macadeliccc__Laser-WestLake-2x7b)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |74.00|
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|AI2 Reasoning Challenge (25-Shot)|72.27|
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|HellaSwag (10-Shot) |88.44|
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|MMLU (5-Shot) |64.71|
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|TruthfulQA (0-shot) |69.25|
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|Winogrande (5-shot) |85.79|
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|GSM8k (5-shot) |63.53|
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