Model: Weyaxi/Einstein-v4-phi2
Author: Weyaxi
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, phi, text-generation, axolotl, generated_from_trainer, phi2, einstein, instruct, finetune, chatml, gpt4, synthetic data, science, physics, chemistry, biology, math, conversational, custom_code, en, dataset:allenai/ai2_arc, dataset:camel-ai/physics, dataset:camel-ai/chemistry, dataset:camel-ai/biology, dataset:camel-ai/math, dataset:metaeval/reclor, dataset:openbookqa, dataset:mandyyyyii/scibench, dataset:derek-thomas/ScienceQA, dataset:TIGER-Lab/ScienceEval, dataset:jondurbin/airoboros-3.2, dataset:LDJnr/Capybara, dataset:Cot-Alpaca-GPT4-From-OpenHermes-2.5, dataset:STEM-AI-mtl/Electrical-engineering, dataset:knowrohit07/saraswati-stem, dataset:sablo/oasst2_curated, dataset:glaiveai/glaive-code-assistant, dataset:lmsys/lmsys-chat-1m, dataset:TIGER-Lab/MathInstruct, dataset:bigbio/med_qa, dataset:meta-math/MetaMathQA-40K, dataset:piqa, dataset:scibench, dataset:sciq, dataset:Open-Orca/SlimOrca, dataset:migtissera/Synthia-v1.3, base_model:microsoft/phi-2, base_model:finetune:microsoft/phi-2, license:other, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: microsoft/phi-2
Card metadata: language: en
license: other
tags: axolotl, generated_from_trainer, phi, phi2, einstein, instruct, finetune, chatml, gpt4, synthetic data, science, physics, chemistry, biology, math
base_model: microsoft/phi-2
datasets: allenai/ai2_arc, camel-ai/physics, camel-ai/chemistry, camel-ai/biology, camel-ai/math, metaeval/reclor, openbookqa, mandyyyyii/scibench, derek-thomas/ScienceQA, TIGER-Lab/ScienceEval, jondurbin/airoboros-3.2, LDJnr/Capybara, Cot-Alpaca-GPT4-From-OpenHermes-2.5, STEM-AI-mtl/Electrical-engineering, knowrohit07/saraswati-stem, sablo/oasst2_curated, glaiveai/glaive-code-assistant, lmsys/lmsys-chat-1m, TIGER-Lab/MathInstruct, bigbio/med_qa, meta-math/MetaMathQA-40K, openbookqa, piqa, metaeval/reclor, derek-thomas/ScienceQA, scibench, sciq, Open-Orca/SlimOrca, migtissera/Synthia-v1.3, TIGER-Lab/ScienceEval
model-index: name: Einstein-v4-phi2
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: 59.98
name: normalized accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Einstein-v4-phi2
name: Open LLM Leaderboard, 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: 74.07
name: normalized accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Einstein-v4-phi2
name: Open LLM Leaderboard, 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: 56.89
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Einstein-v4-phi2
name: Open LLM Leaderboard, 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: 45.8
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Einstein-v4-phi2
name: Open LLM Leaderboard, 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: 73.88
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Einstein-v4-phi2
name: Open LLM Leaderboard, 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: 53.98
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=Weyaxi/Einstein-v4-phi2
name: Open LLM Leaderboard
Likes: 1 | All-time downloads: 3406
Created: 2024-04-10 09:46:08