Model: Columbia-NLP/gemma-2b-zephyr-dpo
Author: Columbia-NLP
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, gemma, text-generation, alignment-handbook, trl, dpo, generated_from_trainer, conversational, dataset:argilla/dpo-mix-7k, base_model:Columbia-NLP/gemma-2b-zephyr-sft, base_model:finetune:Columbia-NLP/gemma-2b-zephyr-sft, license:other, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: Columbia-NLP/gemma-2b-zephyr-sft
Card metadata: license: other
tags: alignment-handbook, trl, dpo, generated_from_trainer
datasets: argilla/dpo-mix-7k
license_name: gemma-terms-of-use
license_link: https://ai.google.dev/gemma/terms
base_model: Columbia-NLP/gemma-2b-zephyr-sft
model-index: name: gemma-2b-zephyr-dpo
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
value: 52.22
name: normalized accuracy
verified: no, 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
value: 73.11
name: normalized accuracy
verified: no, 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
value: 42.55
name: accuracy
verified: no, 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: 42.64
verified: no, 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
value: 64.4
name: accuracy
verified: no, 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
value: 19.94
name: accuracy
verified: no
Likes: 4 | All-time downloads: 4446
Created: 2024-04-12 01:28:13