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vicgalle_-_OpenHermes-Gemma-2B-4bits – AI Model by RichardErkhov | AlphaNeural AI
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OpenHermes-Gemma-2B - bnb 4bits
Model creator:
https://huggingface.co/vicgalle/
Original model:
https://huggingface.co/vicgalle/OpenHermes-Gemma-2B/
Original model description:
license: apache-2.0 library_name: transformers datasets:
vicgalle/OpenHermesPreferences-1k model-index:
name: OpenHermes-Gemma-2B 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: 49.32 name: normalized accuracy source: url:
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/OpenHermes-Gemma-2B
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: 72.26 name: normalized accuracy source: url:
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/OpenHermes-Gemma-2B
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: 37.67 name: accuracy source: url:
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/OpenHermes-Gemma-2B
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: 41.69 source: url:
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/OpenHermes-Gemma-2B
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: 65.11 name: accuracy source: url:
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/OpenHermes-Gemma-2B
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: 12.13 name: accuracy source: url:
https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=vicgalle/OpenHermes-Gemma-2B
name: Open LLM Leaderboard
OpenHermes-Gemma-2B
Open LLM Leaderboard Evaluation Results
Detailed results can be found
here
Metric
Value
Avg.
46.36
AI2 Reasoning Challenge (25-Shot)
49.32
HellaSwag (10-Shot)
72.26
MMLU (5-Shot)
37.67
TruthfulQA (0-shot)
41.69
Winogrande (5-shot)
65.11
GSM8k (5-shot)
12.13