Model: facebook/layerskip-llama2-7B
Author: facebook
Pipeline: text-generation
Library: transformers
Tags: transformers, pytorch, safetensors, llama, text-generation, facebook, meta, llama-2, en, arxiv:2404.16710, base_model:meta-llama/Llama-2-7b-hf, base_model:finetune:meta-llama/Llama-2-7b-hf, license:other, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: meta-llama/Llama-2-7b-hf
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language: en
library_name: transformers
pipeline_tag: text-generation
tags: facebook, meta, pytorch, llama, llama-2
model-index: name: LayerSkip Llama2 7B
results: task: type: question-answering
dataset: type: google/boolq
name: BoolQ
metrics: name: acc
type: acc
value: 0.776
verified: no, task: type: question-answering
dataset: type: ybisk/piqa
name: PIQA
metrics: name: acc
type: acc
value: 0.775
verified: no, task: type: question-answering
dataset: type: allenai/social_i_qa
name: SIQA
metrics: name: acc
type: acc
value: 0.454
verified: no, task: type: text-generation
dataset: type: Rowan/hellaswag
name: HellaSwag
metrics: name: acc
type: acc
value: 0.567
verified: no, task: type: question-answering
dataset: type: allenai/winogrande
name: WinoGrande
metrics: name: acc
type: acc
value: 0.701
verified: no, task: type: question-answering
dataset: type: allenai/ai2_arc
name: ARC (Easy)
metrics: name: acc
type: acc
value: 0.765
verified: no, task: type: question-answering
dataset: type: allenai/ai2_arc
name: ARC (Challenge)
metrics: name: acc
type: acc
value: 0.437
verified: no, task: type: question-answering
dataset: type: allenai/openbookqa
name: OpenBookQA
metrics: name: acc
type: acc
value: 0.328
verified: no, task: type: question-answering
dataset: type: ehovy/race
name: RACE
metrics: name: acc
type: acc
value: 0.389
verified: no, task: type: question-answering
dataset: type: cais/mmlu
name: MMLU
metrics: name: acc
type: acc
value: 0.376
verified: no, task: type: text-generation
dataset: type: google-research-datasets/nq_open
name: Natural Questions
metrics: name: exact_match
type: exact_match
value: 0.156
verified: no, task: type: question-answering
dataset: type: sentence-transformers/trivia-qa
name: TriviaQA
metrics: name: acc
type: acc
value: 0.529
verified: no, task: type: text-generation
dataset: type: openai/gsm8k
name: GSM8K
metrics: name: exact_match
type: exact_match
value: 0.121
verified: no, task: type: question-answering
dataset: type: allenai/math_qa
name: MathQA
metrics: name: acc
type: acc
value: 0.276
verified: no, task: type: question-answering
dataset: type: rajpurkar/squad_v2
name: SQuAD2.0
metrics: name: exact
type: exact
value: 0.164
verified: no, task: type: text-classification
dataset: type: toxigen/toxigen-data
name: ToxiGen
metrics: name: acc
type: acc
value: 0.428
verified: no, task: type: text-generation
dataset: type: openai_humaneval
name: HumanEval
metrics: name: pass@1
type: pass@1
value: 0.134
verified: no, task: type: text-generation
dataset: type: mbpp
name: MBPP
metrics: name: pass@1
type: pass@1
value: 0.19
verified: no
license: other
license_name: fair
license_link: LICENSE
base_model: meta-llama/Llama-2-7b-hf
Likes: 15 | All-time downloads: 29285
Created: 2024-06-13 16:52:36