Model: TheBloke/notus-7B-v1-AWQ
Author: TheBloke
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, mistral, text-generation, dpo, rlaif, preference, ultrafeedback, conversational, en, dataset:argilla/ultrafeedback-binarized-preferences, base_model:argilla/notus-7b-v1, base_model:quantized:argilla/notus-7b-v1, license:mit, model-index, text-generation-inference, 4-bit, awq, region:us
Base models (quantized): id: argilla/notus-7b-v1
Card metadata: base_model: argilla/notus-7b-v1
datasets: argilla/ultrafeedback-binarized-preferences
inference: no
language: en
library_name: transformers
license: mit
model-index: name: notus-7b-v1
results: dataset: args: num_few_shot: 25
config: ARC-Challenge
name: AI2 Reasoning Challenge (25-Shot)
split: test
type: ai2_arc
metrics: name: normalized accuracy
type: acc_norm
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: name: Text Generation
type: text-generation, dataset: args: num_few_shot: 10
name: HellaSwag (10-Shot)
split: validation
type: hellaswag
metrics: name: normalized accuracy
type: acc_norm
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: name: Text Generation
type: text-generation, dataset: args: num_few_shot: 3
name: Drop (3-Shot)
split: validation
type: drop
metrics: name: f1 score
type: f1
value: 0.08913590604026835
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: name: Text Generation
type: text-generation, dataset: args: num_few_shot: 0
config: multiple_choice
name: TruthfulQA (0-shot)
split: validation
type: truthful_qa
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: name: Text Generation
type: text-generation, dataset: args: num_few_shot: 5
config: all
name: MMLU (5-Shot)
split: test
type: cais/mmlu
metrics: name: accuracy
type: acc
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: name: Text Generation
type: text-generation, dataset: args: num_few_shot: 5
config: main
name: GSM8k (5-shot)
split: test
type: gsm8k
metrics: name: accuracy
type: acc
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: name: Text Generation
type: text-generation, dataset: args: num_few_shot: 5
config: winogrande_xl
name: Winogrande (5-shot)
split: validation
type: winogrande
metrics: name: accuracy
type: acc
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: name: Text Generation
type: text-generation, dataset: name: AlpacaEval
type: tatsu-lab/alpaca_eval
metrics: name: win rate
type: tatsu-lab/alpaca_eval
value: 0.9142
verified: no
source: url: https://tatsu-lab.github.io/alpaca_eval/
task: name: Text Generation
type: text-generation, dataset: name: MT-Bench
type: unknown
metrics: name: score
type: unknown
value: 7.3
verified: no
source: url: https://huggingface.co/spaces/lmsys/mt-bench
task: name: Text Generation
type: text-generation
model_creator: Argilla
model_name: Notus 7B v1
model_type: mistral
pipeline_tag: text-generation
prompt_template: 





{prompt}




quantized_by: TheBloke
tags: dpo, rlaif, preference, ultrafeedback
Likes: 3 | All-time downloads: 2758
Created: 2023-12-03 18:47:50