Model: HuggingFaceH4/zephyr-7b-beta
Author: HuggingFaceH4
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, safetensors, mistral, text-generation, generated_from_trainer, conversational, en, dataset:HuggingFaceH4/ultrachat_200k, dataset:HuggingFaceH4/ultrafeedback_binarized, arxiv:2305.18290, arxiv:2310.16944, arxiv:2305.14233, arxiv:2310.01377, base_model:mistralai/Mistral-7B-v0.1, base_model:finetune:mistralai/Mistral-7B-v0.1, license:mit, model-index, text-generation-inference, endpoints_compatible, deploy:azure, region:us
Base models (finetune): id: mistralai/Mistral-7B-v0.1
Card metadata: tags: generated_from_trainer
license: mit
datasets: HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized
language: en
base_model: mistralai/Mistral-7B-v0.1
widget: example_title: Pirate!
messages: system: You are a pirate chatbot who always responds with Arr!, user: There's a llama on my lawn, how can I get rid of him?
output: text: Arr! 'Tis a puzzlin' matter, me hearty! A llama on yer lawn be a rare sight, but I've got a plan that might help ye get rid of 'im. Ye'll need to gather some carrots and hay, and then lure the llama away with the promise of a tasty treat. Once he's gone, ye can clean up yer lawn and enjoy the peace and quiet once again. But beware, me hearty, for there may be more llamas where that one came from! Arr!
pipeline_tag: text-generation
model-index: name: zephyr-7b-beta
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
name: normalized accuracy
value: 62.03071672354948
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, 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
name: normalized accuracy
value: 84.35570603465445
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, task: type: text-generation
name: Text Generation
dataset: name: Drop (3-Shot)
type: drop
split: validation
args: num_few_shot: 3
metrics: type: f1
name: f1 score
value: 9.66243708053691
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, 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: 57.44916942762855
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, 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
name: accuracy
value: 12.736921910538287
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, 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
name: accuracy
value: 61.07
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, 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
name: accuracy
value: 77.7426992896606
verified: no
source: name: Open LLM Leaderboard
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=HuggingFaceH4/zephyr-7b-beta, task: type: text-generation
name: Text Generation
dataset: name: AlpacaEval
type: tatsu-lab/alpaca_eval
metrics: type: unknown
name: win rate
value: 0.906
verified: no
source: url: https://tatsu-lab.github.io/alpaca_eval/, task: type: text-generation
name: Text Generation
dataset: name: MT-Bench
type: unknown
metrics: type: unknown
name: score
value: 7.34
verified: no
source: url: https://huggingface.co/spaces/lmsys/mt-bench
Likes: 1821 | All-time downloads: 11712834
Created: 2023-10-26 11:25:49