Model: ai-forever/sage-fredt5-distilled-95m
Author: ai-forever
Library: transformers
Tags: transformers, safetensors, t5, text2text-generation, spellchecking, pytorch, natural language generation, ru, dataset:ai-forever/spellcheck_punctuation_benchmark, license:mit, model-index, text-generation-inference, endpoints_compatible, deploy:azure, region:us
Card metadata: language: ru
tags: spellchecking, pytorch, natural language generation
license: mit
metrics: precision, recall, f1
library_name: transformers
model-index: name: sage-fredt5-distilled-95m
results: task: type: text-generation
dataset: type: spellcheck_benchmark
name: RUSpellRU (spell&punct)
metrics: name: F1 (spell)
type: f1_spell
value: 78.9
verified: no, name: F1 (punct)
type: f1_punct
value: 83.6
verified: no, name: F1 (case)
type: f1_case
value: 93.5
verified: no, task: type: text-generation
dataset: type: spellcheck_benchmark
name: MultidomainGold (spell&punct)
metrics: name: F1 (spell)
type: f1_spell
value: 73.4
verified: no, name: F1 (punct)
type: f1_punct
value: 65
verified: no, name: F1 (case)
type: f1_case
value: 77.9
verified: no, task: type: text-generation
dataset: type: spellcheck_benchmark
name: MedSpellchecker (spell&punct)
metrics: name: F1 (spell)
type: f1_spell
value: 64.9
verified: no, name: F1 (punct)
type: f1_punct
value: 70
verified: no, name: F1 (case)
type: f1_case
value: 68.7
verified: no, task: type: text-generation
dataset: type: spellcheck_benchmark
name: GitHubTypoCorpusRu (spell&punct)
metrics: name: F1 (spell)
type: f1_spell
value: 52.7
verified: no, name: F1 (punct)
type: f1_punct
value: 42.1
verified: no, name: F1 (case)
type: f1_case
value: 36.3
verified: no
datasets: ai-forever/spellcheck_punctuation_benchmark
Likes: 17 | All-time downloads: 63676
Created: 2024-03-11 09:00:12