Model: papahawk/devi-7b
Author: papahawk
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, base_model:HuggingFaceH4/zephyr-7b-beta, base_model:finetune:HuggingFaceH4/zephyr-7b-beta, license:mit, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: HuggingFaceH4/zephyr-7b-beta
Card metadata: tags: generated_from_trainer
license: mit
datasets: HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized
language: en
base_model: HuggingFaceH4/zephyr-7b-beta
pipeline_tag: text-generation
model-index: name: devi-7b
description: Initial fork of Zephyr 7B β, with plans for GGML integration and further development.
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: 0 | All-time downloads: 196
Created: 2024-01-07 05:37:39