metadata
language:
- en
license: apache-2.0
pipeline_tag: text-generation
model-index:
- name: zen_moe
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: AI2 Reasoning Challenge (25-Shot)
type: ai2_arc
config: ARC-Challenge
split: test
args:
num_few_shot: 25
metrics:
- type: acc_norm
value: 63.82
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=amu/zen_moe
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: HellaSwag (10-Shot)
type: hellaswag
split: validation
args:
num_few_shot: 10
metrics:
- type: acc_norm
value: 85.05
name: normalized accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=amu/zen_moe
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: MMLU (5-Shot)
type: cais/mmlu
config: all
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 64.75
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=amu/zen_moe
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: TruthfulQA (0-shot)
type: truthful_qa
config: multiple_choice
split: validation
args:
num_few_shot: 0
metrics:
- type: mc2
value: 50.03
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=amu/zen_moe
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: Winogrande (5-shot)
type: winogrande
config: winogrande_xl
split: validation
args:
num_few_shot: 5
metrics:
- type: acc
value: 81.06
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=amu/zen_moe
name: Open LLM Leaderboard
- task:
type: text-generation
name: Text Generation
dataset:
name: GSM8k (5-shot)
type: gsm8k
config: main
split: test
args:
num_few_shot: 5
metrics:
- type: acc
value: 65.35
name: accuracy
source:
url: >-
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=amu/zen_moe
name: Open LLM Leaderboard
zen
Moe openchat/openchat-3.5-1210 and berkeley-nest/Starling-LM-7B-alpha using mergekit-moe.
You can use ChatML format.
Open LLM Leaderboard Evaluation Results
Detailed results can be found Coming soon
Metric | Value |
---|---|
Avg. | Coming soon |
ARC (25-shot) | Coming soon |
HellaSwag (10-shot) | Coming soon |
MMLU (5-shot) | Coming soon |
TruthfulQA (0-shot) | Coming soon |
Winogrande (5-shot) | Coming soon |
GSM8K (5-shot) | Coming soon |
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
Metric | Value |
---|---|
Avg. | 68.34 |
AI2 Reasoning Challenge (25-Shot) | 63.82 |
HellaSwag (10-Shot) | 85.05 |
MMLU (5-Shot) | 64.75 |
TruthfulQA (0-shot) | 50.03 |
Winogrande (5-shot) | 81.06 |
GSM8k (5-shot) | 65.35 |