Model: zake7749/gemma-2-2b-it-chinese-kyara-dpo
Author: zake7749
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, gemma2, text-generation, conversational, zh, en, dataset:zake7749/kyara-chinese-math-sft-s0-30K, dataset:zake7749/kyara-chinese-preference-rl-dpo-s0-30K, dataset:zake7749/chinese-sft-stem-zh-hant, dataset:zake7749/chinese-sft-stem-zh-hans, arxiv:2304.12244, arxiv:2308.07074, base_model:google/gemma-2-2b-it, base_model:finetune:google/gemma-2-2b-it, license:gemma, model-index, text-generation-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: google/gemma-2-2b-it
Card metadata: language: zh, en
library_name: transformers
base_model: google/gemma-2-2b-it
datasets: zake7749/kyara-chinese-math-sft-s0-30K, zake7749/kyara-chinese-preference-rl-dpo-s0-30K, zake7749/chinese-sft-stem-zh-hant, zake7749/chinese-sft-stem-zh-hans
model-index: name: gemma-2-2b-it-chinese-kyara-dpo
results: task: type: text-generation
name: Text Generation
dataset: name: IFEval (0-Shot)
type: HuggingFaceH4/ifeval
args: num_few_shot: 0
metrics: type: inst_level_strict_acc and prompt_level_strict_acc
value: 53.82
name: strict accuracy
verified: no
source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=zake7749/gemma-2-2b-it-chinese-kyara-dpo
name: Open LLM Leaderboard, task: type: text-generation
name: Text Generation
dataset: name: BBH (3-Shot)
type: BBH
args: num_few_shot: 3
metrics: type: acc_norm
value: 19.06
name: normalized accuracy
verified: no
source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=zake7749/gemma-2-2b-it-chinese-kyara-dpo
name: Open LLM Leaderboard, task: type: text-generation
name: Text Generation
dataset: name: MATH Lvl 5 (4-Shot)
type: hendrycks/competition_math
args: num_few_shot: 4
metrics: type: exact_match
value: 6.12
name: exact match
verified: no
source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=zake7749/gemma-2-2b-it-chinese-kyara-dpo
name: Open LLM Leaderboard, task: type: text-generation
name: Text Generation
dataset: name: GPQA (0-shot)
type: Idavidrein/gpqa
args: num_few_shot: 0
metrics: type: acc_norm
value: 2.24
name: acc_norm
verified: no
source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=zake7749/gemma-2-2b-it-chinese-kyara-dpo
name: Open LLM Leaderboard, task: type: text-generation
name: Text Generation
dataset: name: MuSR (0-shot)
type: TAUR-Lab/MuSR
args: num_few_shot: 0
metrics: type: acc_norm
value: 16.76
name: acc_norm
verified: no
source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=zake7749/gemma-2-2b-it-chinese-kyara-dpo
name: Open LLM Leaderboard, task: type: text-generation
name: Text Generation
dataset: name: MMLU-PRO (5-shot)
type: TIGER-Lab/MMLU-Pro
config: main
split: test
args: num_few_shot: 5
metrics: type: acc
value: 17.48
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=zake7749/gemma-2-2b-it-chinese-kyara-dpo
name: Open LLM Leaderboard
license: gemma
Likes: 15 | All-time downloads: 397303
Created: 2024-08-18 18:42:16