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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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Bugfix/issue #57
#59
JoaoLages
closed
2 years ago
0
Update readme.md with article/paper links
#58
Haziqa-coder
closed
2 years ago
0
GPT Generation error on GPU
#57
jalammar
closed
2 years ago
1
T5 Generation Error
#56
jalammar
closed
2 years ago
3
Added installation section
#55
sugatoray
closed
2 years ago
0
Add a `conda` install option for `ecco`
#54
sugatoray
closed
2 years ago
7
V0.1.0 rc1
#53
jalammar
closed
2 years ago
0
Add models to config
#52
jalammar
opened
2 years ago
0
Merge partial tokens in token visualizations [Generation & Attribution]
#51
jalammar
opened
2 years ago
1
Add support for beam search!
#50
JoaoLages
closed
2 years ago
1
Add support for Integrated Gradients explainability method
#47
JoaoLages
closed
2 years ago
5
Add support for enc-dec LMs
#46
JoaoLages
closed
2 years ago
3
Which french model is supported in ecco library
#45
Ghani-25
opened
2 years ago
5
Error when generate using T5
#44
SSamDav
closed
2 years ago
0
Why do we need to construct `one-hot` vectors of the input_ids and then multiply by the embeddings, as opposed to applying the embedding directly?
#43
vgoklani
opened
2 years ago
1
Adding AraBERT
#42
ay94
opened
3 years ago
2
V0.0.15 release
#41
jalammar
closed
3 years ago
0
Canonical analysis
#40
jalammar
closed
3 years ago
0
Support for T5-like Seq2SeqLM
#39
chiragjn
closed
2 years ago
8
Adds a model config field use_causal_lm and config entries for gpt-neo
#38
stprior
closed
3 years ago
8
attention head
#37
afcarvallo
closed
2 years ago
5
html_output
#34
pgfeldman
closed
2 years ago
0
Batch input activations
#33
jalammar
closed
3 years ago
0
minGPT support
#32
MasterScrat
opened
3 years ago
4
BART Support
#31
anshoomehra
opened
3 years ago
9
Hf4 support
#30
jalammar
closed
3 years ago
0
How to increase fontsize of saliency output?
#29
VirajBagal
closed
3 years ago
2
Huggingface v4 support
#28
jalammar
closed
3 years ago
0
Help understanding position arg of layer_predictions
#27
mapmeld
closed
3 years ago
3
Not support transformers 4.2.2?
#26
changyeli
closed
3 years ago
2
Add Beam Search Support
#25
Nempickaxe
closed
2 years ago
1
Add support for more attribution methods
#22
RachitBansal
closed
2 years ago
6
output.saliency() displays nothing
#21
VirajBagal
closed
3 years ago
4
Saliency Map for other transformer based models
#20
ajay01994
closed
3 years ago
2
Support batched inference
#19
jalammar
closed
3 years ago
1
Add ability to run models via __call__(), and not just using generate()
#18
jalammar
closed
3 years ago
0
V0.0.11
#17
jalammar
closed
3 years ago
0
[Bug/improvement] Issue with saliency maps in loop
#16
ricvolpe
closed
2 years ago
1
Error message of run_nmf when using a model with activations=False
#15
ricvolpe
closed
2 years ago
1
Tell pip to install from setup.py
#14
nostalgebraist
closed
3 years ago
4
Correct shape in test_activations_dict_to_array input example
#13
nostalgebraist
closed
3 years ago
0
Memory management and tweaks
#12
nostalgebraist
closed
3 years ago
4
BERT/MLM support
#6
jalammar
closed
2 years ago
0
"Predicted tokens" - add visual indication for partial tokens
#5
jalammar
opened
3 years ago
0
V0.0.9
#4
jalammar
closed
3 years ago
0
generate() doesn't print output tokens as model generates them
#3
jalammar
closed
3 years ago
1
feature-cicd
#2
jalammar
closed
3 years ago
0
Circleci project setup
#1
jalammar
closed
3 years ago
0
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