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--- |
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license: apache-2.0 |
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tags: |
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- moe |
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model-index: |
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- name: MixTAO-7Bx2-MoE-Instruct-v7.0 |
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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: 74.23 |
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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=zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0 |
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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: 89.37 |
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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=zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0 |
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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: 64.54 |
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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=zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0 |
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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: 74.26 |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0 |
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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: 87.77 |
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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=zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0 |
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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: 69.14 |
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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=zhengr/MixTAO-7Bx2-MoE-Instruct-v7.0 |
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name: Open LLM Leaderboard |
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--- |
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# MixTAO-7Bx2-MoE-Instruct |
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MixTAO-7Bx2-MoE-Instruct is a Mixure of Experts (MoE). |
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## 💻 Usage |
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### text-generation-webui - Model Tab |
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### Chat template |
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``` |
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{%- for message in messages %} |
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{%- if message['role'] == 'system' -%} |
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{{- message['content'] + '\n\n' -}} |
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{%- else -%} |
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{%- if message['role'] == 'user' -%} |
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{{- name1 + ': ' + message['content'] + '\n'-}} |
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{%- else -%} |
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{{- name2 + ': ' + message['content'] + '\n' -}} |
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{%- endif -%} |
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{%- endif -%} |
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{%- endfor -%} |
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``` |
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### Instruction template ：Alpaca |
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#### Change this according to the model/LoRA that you are using. Used in instruct and chat-instruct modes. |
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``` |
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{%- set ns = namespace(found=false) -%} |
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{%- for message in messages -%} |
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{%- if message['role'] == 'system' -%} |
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{%- set ns.found = true -%} |
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{%- endif -%} |
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{%- endfor -%} |
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{%- if not ns.found -%} |
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{{- '' + 'Below is an instruction that describes a task. Write a response that appropriately completes the request.' + '\n\n' -}} |
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{%- endif %} |
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{%- for message in messages %} |
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{%- if message['role'] == 'system' -%} |
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{{- '' + message['content'] + '\n\n' -}} |
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{%- else -%} |
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{%- if message['role'] == 'user' -%} |
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{{-'### Instruction:\n' + message['content'] + '\n\n'-}} |
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{%- else -%} |
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{{-'### Response:\n' + message['content'] + '\n\n' -}} |
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{%- endif -%} |
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{%- endif -%} |
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{%- endfor -%} |
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{%- if add_generation_prompt -%} |
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{{-'### Response:\n'-}} |
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{%- endif -%} |
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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_zhengr__MixTAO-7Bx2-MoE-Instruct-v7.0) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |76.55| |
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|AI2 Reasoning Challenge (25-Shot)|74.23| |
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|HellaSwag (10-Shot) |89.37| |
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|MMLU (5-Shot) |64.54| |
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|TruthfulQA (0-shot) |74.26| |
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|Winogrande (5-shot) |87.77| |
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|GSM8k (5-shot) |69.14| |
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