Model: gbyuvd/chemselfies-base-bertmlm
Author: gbyuvd
Pipeline: fill-mask
Library: transformers
Tags: transformers, pytorch, safetensors, bert, fill-mask, chemistry, selfies, drug-discovery, herbal, coconutdb, chembl34, drugs, molecules, compounds, ranger21, madgrad, code, dataset:COCONUTDB, dataset:ChemBL34, arxiv:2407.20267, arxiv:2101.11075, arxiv:2106.13731, license:cc-by-nc-sa-4.0, model-index, endpoints_compatible, region:us
Card metadata: datasets: COCONUTDB, ChemBL34
language: code
library_name: transformers
metrics: perplexity, accuracy
pipeline_tag: fill-mask
tags: fill-mask, chemistry, selfies, drug-discovery, herbal, coconutdb, chembl34, drugs, molecules, compounds, ranger21, madgrad
widget: text: [C] [C] [=Branch1] [C] [MASK] [O] [C] [C] [N+1] [Branch1] [C] [C] [Branch1] [C] [C] [C]
example_title: [=O], text: [O-1] [P] [=Branch1] [C] [=O] [Branch1] [C] [MASK] [O] [P] [=Branch1] [C] [=O] [Branch1] [C] [O-1] [O-1] .[99Tc+4]
example_title: [O-1]
model-index: name: chemselfies-base-bertmlm
results: task: type: fill-mask
name: Fill-Mask
dataset: name: main-eval-uniform (Epoch 1)
type: main-eval-uniform
metrics: type: perplexity
value: 1.3978
name: Perplexity
verified: no, type: accuracy
value: 0.8929
name: MLM Accuracy
verified: no, task: type: fill-mask
name: Fill-Mask
dataset: name: main-eval-varied (Epoch 1)
type: main-eval-varied
metrics: type: perplexity
value: 1.4759
name: Perplexity
verified: no, type: accuracy
value: 0.876
name: MLM Accuracy
verified: no, task: type: fill-mask
name: Fill-Mask
dataset: name: main-eval-varied (Epoch 2)
type: main-eval-varied
metrics: type: perplexity
value: 1.4029
name: Perplexity
verified: no, type: accuracy
value: 0.8883
name: MLM Accuracy
verified: no, task: type: fill-mask
name: Fill-Mask
dataset: name: main-eval-uniform (Epoch 2)
type: main-eval-uniform
metrics: type: perplexity
value: 1.3276
name: Perplexity
verified: no, type: accuracy
value: 0.9055
name: MLM Accuracy
verified: no
license: cc-by-nc-sa-4.0
Likes: 1 | All-time downloads: 1153
Created: 2024-07-20 20:29:26