Model: FM-1976/stablelm-zephyr-3b-openvino-4bit
Author: FM-1976
Tags: openvino, stablelm, causal-lm, nncf, 4-bit, en, dataset:HuggingFaceH4/ultrachat_200k, dataset:HuggingFaceH4/ultrafeedback_binarized, dataset:meta-math/MetaMathQA, dataset:WizardLM/WizardLM_evol_instruct_V2_196k, dataset:Intel/orca_dpo_pairs, arxiv:2305.18290, arxiv:2306.05685, base_model:stabilityai/stablelm-zephyr-3b, base_model:finetune:stabilityai/stablelm-zephyr-3b, license:other, model-index, region:us
Base models (finetune): id: stabilityai/stablelm-zephyr-3b
Card metadata: base_model: stabilityai/stablelm-zephyr-3b
datasets: HuggingFaceH4/ultrachat_200k, HuggingFaceH4/ultrafeedback_binarized, meta-math/MetaMathQA, WizardLM/WizardLM_evol_instruct_V2_196k, Intel/orca_dpo_pairs
language: en
license: other
thumbnail: https://github.com/fabiomatricardi/OpenVINO-StableLM-3B-streamlit/raw/main/social.jpg
tags: causal-lm, openvino, nncf, 4-bit
extra_gated_fields: Name: text
Email: text
Country: text
Organization or Affiliation: text
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model-index: name: stablelm-zephyr-3b
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: 46.08
name: normalized accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-zephyr-3b
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: 74.16
name: normalized accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-zephyr-3b
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: 46.17
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-zephyr-3b
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: 46.49
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-zephyr-3b
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: 65.51
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-zephyr-3b
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: 42.15
name: accuracy
verified: no
source: url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-zephyr-3b
name: Open LLM Leaderboard
Likes: 0 | All-time downloads: 448
Created: 2024-10-04 22:46:07