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jalammar
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ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
https://ecco.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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feat(LM): attributions for SequenceClassification
#116
jamesjin0516
opened
1 week ago
0
Installing Ecco, unable to install in Colab
#115
SalvatoreRa
opened
2 months ago
3
baseline for sentence classification task using IG/Deeplift?
#114
lkqnaruto
opened
3 months ago
0
Decoder hidden states not found
#113
TristesseBlue
opened
5 months ago
3
Update requirements: fix failing test
#112
SumanthRH
opened
6 months ago
1
installing ecco
#111
shahramzs
opened
6 months ago
2
update requirements and add float16 support
#110
SumanthRH
closed
6 months ago
3
How to serialize the LMOutput object?
#109
JamesCao2048
opened
7 months ago
0
Make dependencies more loose
#108
joaonadkarni
opened
7 months ago
1
Support for pre-generated output
#107
ThomasDelteil
opened
7 months ago
0
How to retrieve salience of some specific words?
#105
CarhoJohn
opened
10 months ago
1
How to add my own model like chinese-bert-wwm-ext
#104
Myoontyee
opened
11 months ago
0
Fix error when calling _prepare_decoder_input_ids_for_generation
#103
SSamDav
closed
11 months ago
0
Google Colab support only Python 3.10
#102
Rolkarolka
opened
11 months ago
7
Install ecco on Apple M1 Max clip fails
#101
verazuo
closed
11 months ago
1
Two more patches
#100
BiEchi
opened
1 year ago
1
Update lm.py to suit OPT-like models
#99
BiEchi
closed
11 months ago
0
Support to LLM like LLAMA-2 and Vicuna?
#98
BiEchi
closed
11 months ago
15
Error encountered when comparing activation matrices in batch generation loop
#97
miguel-kjh
opened
1 year ago
0
I can't find jupyter notebook for Input_Saliency.
#96
SuperBianC
opened
1 year ago
0
Updated dependencies (no changes needed)
#95
rockwalrus
opened
1 year ago
0
Adding GENRE model to ecco
#94
sky-2002
opened
1 year ago
1
Request for feature addition: Visualization of Neuron Activations and Clustered Neuron Firings
#93
cristianestojeda
opened
1 year ago
1
lm.generate and HuggingFace's generate give different results with do_sample=False
#92
noeliaferruz
closed
1 year ago
0
bug -object has no attribute 'lm_head'-
#91
LeonardRanaldi
opened
1 year ago
2
Update model-config.yaml
#90
LeonardRanaldi
closed
1 year ago
5
llama support
#89
srikanthmalla
opened
1 year ago
4
import ecco ERRO
#88
nikipi
opened
1 year ago
9
Presence of character Ġ before each token in output
#87
osmanii
opened
1 year ago
2
AttributeError: 'OutputSeq' object has no attribute 'saliency'
#86
Claus1
opened
1 year ago
4
Bug: Broken links in docs
#85
keyboardAnt
opened
1 year ago
0
Rankings_watch displaying wrong sequence
#84
MiriUll
opened
1 year ago
1
Support for Distributing Model on Multiple GPU's
#81
chrispan68
closed
1 year ago
3
Save vectorized figure
#80
jadermcs
closed
1 year ago
1
Problem with saliency()
#78
Poul-Andersson
closed
2 years ago
1
Support for Constrained Beam Search?
#77
pablogranolabar
closed
1 year ago
1
Update __init__.py
#76
farhanferoz
closed
2 years ago
0
IndexError when using analysis.pwcca
#75
demkejon001
closed
1 year ago
1
How to use ECCO to explain FineTuned T5 for Conditional Generation ?
#74
tejas20
closed
2 years ago
3
token prefix in roberta model?
#73
sarthusarth
closed
1 year ago
4
Running Eccomap for Pre Trained BertForMaskedLM
#70
iamakshay1
opened
2 years ago
1
Remove `tokenizer_config` usage from the library
#67
jalammar
opened
2 years ago
0
KeyError: 'tokenizer_config'
#66
guustfranssensEY
closed
2 years ago
2
Tokenizer has partial token suffix instead of prefix
#65
guustfranssensEY
opened
2 years ago
1
Add Primary Attribution support for BERT classification
#64
jalammar
opened
2 years ago
4
Add support for PEGASUS model
#63
thomas-chong
closed
2 years ago
6
[bugfix] fix comparison of transformers version in lm generate
#62
joaonadkarni
closed
2 years ago
1
[bug fix] seems the hot fix for T5 generation is not need for later version of transformers
#61
litanlitudan
closed
2 years ago
2
Hotfix jan 2022 1
#60
jalammar
closed
2 years ago
0
Bugfix/issue #57
#59
JoaoLages
closed
2 years ago
0
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