Model: argilla/notus-7b-v1
Author: argilla
Pipeline: text-generation
Library: transformers
Tags: transformers, tensorboard, safetensors, mistral, text-generation, dpo, rlaif, preference, ultrafeedback, conversational, en, dataset:argilla/ultrafeedback-binarized-preferences, base_model:alignment-handbook/zephyr-7b-sft-full, base_model:finetune:alignment-handbook/zephyr-7b-sft-full, license:mit, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: alignment-handbook/zephyr-7b-sft-full
Card metadata: datasets: argilla/ultrafeedback-binarized-preferences
language: en
base_model: alignment-handbook/zephyr-7b-sft-full
library_name: transformers
pipeline_tag: text-generation
tags: dpo, rlaif, preference, ultrafeedback
license: mit
model-index: name: notus-7b-v1
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: 0.6459044368600683
verified: no
source: name: Open LLM Leaderboard Results
url: https://huggingface.co/datasets/open-llm-leaderboard/results/blob/main/argilla/notus-7b-v1/results_2023-11-29T22-16-51.521321.json, 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: 0.8478390758812986
verified: no
source: name: Open LLM Leaderboard Results
url: https://huggingface.co/datasets/open-llm-leaderboard/results/blob/main/argilla/notus-7b-v1/results_2023-11-29T22-16-51.521321.json, 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: 0.5436768358952805
verified: no
source: name: Open LLM Leaderboard Results
url: https://huggingface.co/datasets/open-llm-leaderboard/results/blob/main/argilla/notus-7b-v1/results_2023-11-29T22-16-51.521321.json, 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: 0.6303308230938872
verified: no
source: name: Open LLM Leaderboard Results
url: https://huggingface.co/datasets/open-llm-leaderboard/results/blob/main/argilla/notus-7b-v1/results_2023-11-29T22-16-51.521321.json, 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: 0.1516300227445034
verified: no
source: name: Open LLM Leaderboard Results
url: https://huggingface.co/datasets/open-llm-leaderboard/results/blob/main/argilla/notus-7b-v1/results_2023-11-29T22-16-51.521321.json, 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: 0.7940015785319653
verified: no
source: name: Open LLM Leaderboard Results
url: https://huggingface.co/datasets/open-llm-leaderboard/results/blob/main/argilla/notus-7b-v1/results_2023-11-29T22-16-51.521321.json, task: type: text-generation
name: Text Generation
dataset: name: AlpacaEval
type: tatsu-lab/alpaca_eval
metrics: type: tatsu-lab/alpaca_eval
name: win rate
value: 0.9142
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: 7.3
verified: no
source: url: https://huggingface.co/spaces/lmsys/mt-bench
Likes: 123 | All-time downloads: 95514
Created: 2023-11-16 13:09:58