169 lines
4.3 KiB
Markdown
169 lines
4.3 KiB
Markdown
---
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license: apache-2.0
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inference:
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parameters:
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temperature: 0.79
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widget:
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- messages:
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- role: user
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content: How to gain more money?
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model-index:
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- name: TinyllamaMix-1.1B
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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: 31.48
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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=Aryanne/TinyllamaMix-1.1B
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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: 48.39
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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=Aryanne/TinyllamaMix-1.1B
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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: 25.05
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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=Aryanne/TinyllamaMix-1.1B
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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: 33.45
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Aryanne/TinyllamaMix-1.1B
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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: 58.48
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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=Aryanne/TinyllamaMix-1.1B
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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: 1.06
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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=Aryanne/TinyllamaMix-1.1B
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name: Open LLM Leaderboard
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---
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This a TinyLlama mix merge, experimental, using a custom merge method.
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Should be better at RP.
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```yaml
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merge_method: task_swapping
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base_model: Doctor-Shotgun/TinyLlama-1.1B-32k
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models:
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- model: cognitivecomputations/TinyDolphin-2.8.2-1.1b-laser
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parameters:
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weight: 0.75
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diagonal_offset: 5
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- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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parameters:
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weight: 0.85
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diagonal_offset: 17
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invert_offset: True
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dtype: bfloat16
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name: bye
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---
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merge_method: task_swapping
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base_model: Doctor-Shotgun/TinyLlama-1.1B-32k-Instruct
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models:
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- model: vihangd/DopeyTinyLlama-1.1B-v1
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parameters:
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weight: 0.8
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diagonal_offset: 3
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invert_offset: False
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dtype: bfloat16
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name: hello
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---
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merge_method: task_arithmetic
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base_model: Doctor-Shotgun/TinyLlama-1.1B-32k
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models:
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- model: hello
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parameters:
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weight: 0.66
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- model: bye+Anarchist/PIPPA_LORA_TinyLlama
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parameters:
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weight: 0.5
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dtype: bfloat16
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```
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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_Aryanne__TinyllamaMix-1.1B)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |32.99|
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|AI2 Reasoning Challenge (25-Shot)|31.48|
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|HellaSwag (10-Shot) |48.39|
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|MMLU (5-Shot) |25.05|
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|TruthfulQA (0-shot) |33.45|
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|Winogrande (5-shot) |58.48|
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|GSM8k (5-shot) | 1.06|
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