Model: sail/Sailor-4B
Author: sail
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, qwen2, text-generation, multilingual, sea, sailor, conversational, en, zh, id, th, vi, ms, lo, dataset:cerebras/SlimPajama-627B, dataset:Skywork/SkyPile-150B, dataset:allenai/MADLAD-400, dataset:cc100, arxiv:2404.03608, base_model:Qwen/Qwen1.5-4B, base_model:finetune:Qwen/Qwen1.5-4B, license:apache-2.0, model-index, text-generation-inference, region:us
Base models (finetune): id: Qwen/Qwen1.5-4B
Card metadata: language: en, zh, id, th, vi, ms, lo
datasets: cerebras/SlimPajama-627B, Skywork/SkyPile-150B, allenai/MADLAD-400, cc100
tags: multilingual, sea, sailor
license: apache-2.0
base_model: Qwen/Qwen1.5-4B
inference: no
model-index: name: Sailor-4B
results: task: type: text-generation
dataset: name: XQuAD-Thai
type: XQuAD-Thai
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 46.82
verified: no, name: F1 (3-Shot)
type: F1 (3-Shot)
value: 63.34
verified: no, task: type: text-generation
dataset: name: TyDiQA-Indonesian
type: TyDiQA-Indonesian
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 53.98
verified: no, name: F1 (3-Shot)
type: F1 (3-Shot)
value: 73.48
verified: no, task: type: text-generation
dataset: name: XQuAD-Vietnamese
type: XQuAD-Vietnamese
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 47.65
verified: no, name: F1 (3-Shot)
type: F1 (3-Shot)
value: 67.09
verified: no, task: type: text-generation
dataset: name: XCOPA-Thai
type: XCOPA-Thai
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 53.4
verified: no, task: type: text-generation
dataset: name: XCOPA-Indonesian
type: XCOPA-Indonesian
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 69.2
verified: no, task: type: text-generation
dataset: name: XCOPA-Vietnamese
type: XCOPA-Vietnamese
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 68.2
verified: no, task: type: text-generation
dataset: name: M3Exam-Thai
type: M3Exam-Thai
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 27.88
verified: no, task: type: text-generation
dataset: name: M3Exam-Indonesian
type: M3Exam-Indonesian
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 31.27
verified: no, task: type: text-generation
dataset: name: M3Exam-Vietnamese
type: M3Exam-Vietnamese
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 40.69
verified: no, task: type: text-generation
dataset: name: BELEBELE-Thai
type: BELEBELE-Thai
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 36.11
verified: no, task: type: text-generation
dataset: name: BELEBELE-Indonesian
type: BELEBELE-Indonesian
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 41.33
verified: no, task: type: text-generation
dataset: name: BELEBELE-Vietnamese
type: BELEBELE-Vietnamese
metrics: name: EM (3-Shot)
type: EM (3-Shot)
value: 38.89
verified: no
Likes: 6 | All-time downloads: 11850
Created: 2024-02-29 05:52:39