ashishpatel26/Treasure-of-Transformers

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Jupyter Notebook

1,179

11 commits

updated Aug 1, 2025

github.com/ashishpatel26/Treasure-of-Transformers.git

See the code

README

Awesome Treasure of Transformers Models Collection

🧑‍💻👩‍💻Collection of All NLP Deep learning algorithm list with Code 🧑‍💻👩‍💻

Sr No	Algorithm Name	Year
1	GPT-Neo	2021
2	Transformer	2017
3	BERT	2018
4	GPT	2018
5	Universal Transformer	2018
6	T-D	2018
7	GPT-2	2019
8	T5	2019
9	BART	2019
10	XLNet	2019
11	ALBERT	2019
12	Distil-BERT	2019
13	Transformer-XL	2019
14	XLM	2019
15	ViLBERT	2019
16	Sparse Transformer	2019
17	Levenshtein Transformer	2019
18	CTRL	2019
19	VideoBERT	2019
20	Compressive Transformer	2019
21	CuBERT	2019
22	BP-Transformer	2019
23	Adaptively Sparse Transformer	2019
24	Sandwich Transformer	2019
25	FSMT	2019
26	LXMERT	2019
27	VisualBERT	2019
28	GPT-3	2020
29	ELECTRA	2020
30	Electric	2020
31	LongFormer	2020
32	mBART	2020
33	Performer	2020
34	ETC	2020
35	CodeBERT	2020
36	mT5	2020
37	Reformer	2020
38	DeBERTa & DeBERTa-v2	2020
39	Linformer	2020
40	RAG	2020
41	ProphetNet	2020
42	BigBird	2020
43	PLATO-2	2020
44	Routing Transformer	2020
45	DeeBERT	2020
46	DynaBERT	2020
47	TernaryBERT	2020
48	MobileBERT	2020
49	Bort	2020
50	DeLighT	2020
51	PAR Transformer	2020
52	ConvBERT	2020
53	IB-BERT	2020
54	MacBERT	2020
55	RealFormer	2020
56	Sinkhorn Transformer	2020
57	SongNet	2020
58	Funnel Transformer	2020
59	SC-GPT	2020
60	SMITH	2020
61	BinaryBERT	2020
62	SqueezeBERT	2020
63	Feedback Transformer	2020
64	CamemBERT	2020
65	CPM	2020
66	DialoGPT	2020
67	DPR	2020
68	FlauBERT	2020
69	HerBERT	2020
70	LayoutLM	2020
71	LED	2020
72	LUKE	2020
73	M2M100	2020
74	MBart and MBart-50	2020
75	MegatronBERT	2020
76	MegatronGPT2	2020
77	MPNet	2020
78	Pegasus	2020
79	PhoBERT	2020
80	QDQBERT	2020
81	RemBERT	2020
82	RetriBERT	2020
83	Speech2Text	2020
84	T5v1.1	2020
85	TAPAS	2020
86	Wav2Vec2	2020
87	XLM-ProphetNet	2020
88	XLM-RoBERTa	2020
89	XLSR-Wav2Vec2	2020
90	Switch Transformer	2021
91	TNT	2021
92	Adaptive Span Transformer	2021
93	Primer	2021
94	Charformer	2021
95	MATE	2021
96	Nystromformer	2021
97	Subformer	2021
98	ESACL	2021
99	PermuteFormer	2021
100	NormFormer	2021
101	Fastformer	2021
102	AutoTinyBERT	2021
103	EGT	2021
104	Chinese Pre-trained Unbalanced Transformer	2021
105	GANFormer	2021
106	ClipBERT	2021
107	CodeT5	2021
108	I-BERT	2021
109	ByT5	2021
110	CANINE	2021
111	FNet	2021
112	LayoutLMV2	2021
113	LayoutXLM	2021
114	GPT-J	2021
115	Hubert	2021
116	Perceiver	2021
117	RoFormer	2021
118	SegFormer	2021
119	SEW	2021
120	SEW-D	2021
121	Speech2Text2	2021
122	Splinter	2021
123	TrOCR	2021
124	UniSpeech	2021
125	UniSpeech-SAT	2021
126	MarianMT	-

Instruction

All blogs have links and some links contains different languages blog such as Chinese, Korean etc. for this Please use Google Tranlater Page Convert.

How to Contribute

if you want to contribute on this project please send us email: ashishpatel.ce.2011@gmail.com .

🙏🙏Special Thanks to Komal Lamba for contributing.

Copyright for source code belongs to the original author(s). However, under fair use you are encouraged to fork and contribute minor corrections and updates for the benefit of the reader(s).

Thanks for Reading ...!!!

awesome

bert

jax

language-model

language-models

model-hub

natural-language-generation

natural-language-processing

natural-language-understanding

nlp

nlp-library

pretrained-models

python

pytorch

pytorch-transformers

seq2seq

speech-recognition

tensorflow

transformer

Contributors

ashishpatel26

10 commits

komal11lamba

1 commits

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ashishpatel26/Treasure-of-Transformers

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Jupyter Notebook

1,179

11 commits

updated Aug 1, 2025

github.com/ashishpatel26/Treasure-of-Transformers.git

See the code

README

Awesome Treasure of Transformers Models Collection

🧑‍💻👩‍💻Collection of All NLP Deep learning algorithm list with Code 🧑‍💻👩‍💻

Sr No	Algorithm Name	Year
1	GPT-Neo	2021
2	Transformer	2017
3	BERT	2018
4	GPT	2018
5	Universal Transformer	2018
6	T-D	2018
7	GPT-2	2019
8	T5	2019
9	BART	2019
10	XLNet	2019
11	ALBERT	2019
12	Distil-BERT	2019
13	Transformer-XL	2019
14	XLM	2019
15	ViLBERT	2019
16	Sparse Transformer	2019
17	Levenshtein Transformer	2019
18	CTRL	2019
19	VideoBERT	2019
20	Compressive Transformer	2019
21	CuBERT	2019
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23	Adaptively Sparse Transformer	2019
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29	ELECTRA	2020
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32	mBART	2020
33	Performer	2020
34	ETC	2020
35	CodeBERT	2020
36	mT5	2020
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38	DeBERTa & DeBERTa-v2	2020
39	Linformer	2020
40	RAG	2020
41	ProphetNet	2020
42	BigBird	2020
43	PLATO-2	2020
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46	DynaBERT	2020
47	TernaryBERT	2020
48	MobileBERT	2020
49	Bort	2020
50	DeLighT	2020
51	PAR Transformer	2020
52	ConvBERT	2020
53	IB-BERT	2020
54	MacBERT	2020
55	RealFormer	2020
56	Sinkhorn Transformer	2020
57	SongNet	2020
58	Funnel Transformer	2020
59	SC-GPT	2020
60	SMITH	2020
61	BinaryBERT	2020
62	SqueezeBERT	2020
63	Feedback Transformer	2020
64	CamemBERT	2020
65	CPM	2020
66	DialoGPT	2020
67	DPR	2020
68	FlauBERT	2020
69	HerBERT	2020
70	LayoutLM	2020
71	LED	2020
72	LUKE	2020
73	M2M100	2020
74	MBart and MBart-50	2020
75	MegatronBERT	2020
76	MegatronGPT2	2020
77	MPNet	2020
78	Pegasus	2020
79	PhoBERT	2020
80	QDQBERT	2020
81	RemBERT	2020
82	RetriBERT	2020
83	Speech2Text	2020
84	T5v1.1	2020
85	TAPAS	2020
86	Wav2Vec2	2020
87	XLM-ProphetNet	2020
88	XLM-RoBERTa	2020
89	XLSR-Wav2Vec2	2020
90	Switch Transformer	2021
91	TNT	2021
92	Adaptive Span Transformer	2021
93	Primer	2021
94	Charformer	2021
95	MATE	2021
96	Nystromformer	2021
97	Subformer	2021
98	ESACL	2021
99	PermuteFormer	2021
100	NormFormer	2021
101	Fastformer	2021
102	AutoTinyBERT	2021
103	EGT	2021
104	Chinese Pre-trained Unbalanced Transformer	2021
105	GANFormer	2021
106	ClipBERT	2021
107	CodeT5	2021
108	I-BERT	2021
109	ByT5	2021
110	CANINE	2021
111	FNet	2021
112	LayoutLMV2	2021
113	LayoutXLM	2021
114	GPT-J	2021
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Instruction

All blogs have links and some links contains different languages blog such as Chinese, Korean etc. for this Please use Google Tranlater Page Convert.

How to Contribute

if you want to contribute on this project please send us email: ashishpatel.ce.2011@gmail.com .

🙏🙏Special Thanks to Komal Lamba for contributing.

Copyright for source code belongs to the original author(s). However, under fair use you are encouraged to fork and contribute minor corrections and updates for the benefit of the reader(s).

Thanks for Reading ...!!!

awesome

bert

jax

language-model

language-models

model-hub

natural-language-generation

natural-language-processing

natural-language-understanding

nlp

nlp-library

pretrained-models

python

pytorch

pytorch-transformers

seq2seq

speech-recognition

tensorflow

transformer

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592

SivilTaram/transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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