forked from huggingface/blog
-
Notifications
You must be signed in to change notification settings - Fork 0
/
_blog.yml
4945 lines (4468 loc) · 120 KB
/
_blog.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
# "thumbnail" attribute can be GIFs while in the blogpost itself it's better if it's a simple bitmap (because it will be used as a social thumbnail)
# make sure to optimize your "thumbnail" img with tinypng.com
- local: how-to-train
title: How to train a new language model from scratch using Transformers and Tokenizers
thumbnail: /blog/assets/01_how-to-train/how-to-train_blogpost.png
author: julien-c
date: February 14, 2020
tags:
- guide
- nlp
- local: how-to-generate
title: "How to generate text: using different decoding methods for language generation with Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/02_how-to-generate/thumbnail.png
date: March, 2020
tags:
- guide
- nlp
- local: reformer
title: "The Reformer - Pushing the limits of language modeling"
author: patrickvonplaten
thumbnail: /blog/assets/03_reformer/thumbnail.png
date: July 3, 2020
tags:
- research
- nlp
- local: pytorch_block_sparse
title: Block Sparse Matrices for Smaller and Faster Language Models
author: madlag
thumbnail: /blog/assets/04_pytorch_block_sparse/thumbnail.png
date: Sep 10, 2020
tags:
- research
- nlp
- local: encoder-decoder
title: "Transformer-based Encoder-Decoder Models"
author: patrickvonplaten
thumbnail: /blog/assets/05_encoder_decoder/thumbnail.png
date: October 10, 2020
tags:
- research
- nlp
- local: ray-tune
title: "Hyperparameter Search with Transformers and Ray Tune"
thumbnail: /blog/assets/06_ray_tune/ray-hf.jpg
author: ray-project
guest: true
date: November 2, 2020
tags:
- open-source-collab
- nlp
- local: porting-fsmt
title: "Porting fairseq wmt19 translation system to transformers"
thumbnail: /blog/assets/07_porting_fsmt/thumbnail.png
author: stas
date: November 3, 2020
tags:
- open-source-collab
- nlp
- local: warm-starting-encoder-decoder
title: "Leveraging Pre-trained Language Model Checkpoints for Encoder-Decoder Models"
author: patrickvonplaten
thumbnail: /blog/assets/08_warm_starting_encoder_decoder/thumbnail.png
date: November 09, 2020
tags:
- guide
- nlp
- local: accelerated-inference
title: How we sped up transformer inference 100x for 🤗 API customers
author: Narsil
thumbnail: /blog/assets/09_accelerated_inference/thumbnail.png
date: January 18, 2021
tags:
- analysis
- nlp
- local: zero-deepspeed-fairscale
title: "Fit More and Train Faster With ZeRO via DeepSpeed and FairScale"
author: stas
thumbnail: /blog/assets/11_zero_deepspeed_fairscale/zero-partitioning.png
date: January 19, 2021
tags:
- guide
- local: tf-serving
title: "Faster TensorFlow models in Hugging Face Transformers"
author: jplu
thumbnail: /blog/assets/10_tf-serving/thumbnail.png
date: January 26, 2021
tags:
- guide
- nlp
- local: pytorch-xla
title: "Hugging Face on PyTorch / XLA TPUs"
thumbnail: /blog/assets/13_pytorch_xla/pytorch_xla_thumbnail.png
author: jysohn23
guest: true
date: February 9, 2021
tags:
- open-source-collab
- local: ray-rag
title: "Retrieval Augmented Generation with Huggingface Transformers and Ray"
thumbnail: /blog/assets/12_ray_rag/ray_arch_updated.png
author: amogkam
guest: true
date: February 10, 2021
tags:
- open-source-collab
- nlp
- local: simple-considerations
title: "Simple considerations for simple people building fancy neural networks"
author: VictorSanh
thumbnail: /blog/assets/13_simple-considerations/henry-co-3coKbdfnAFg-unsplash.jpg
date: February 25, 2021
tags:
- guide
- local: long-range-transformers
title: "Hugging Face Reads, Feb. 2021 - Long-range Transformers"
author: VictorSanh
thumbnail: /blog/assets/14_long_range_transformers/EfficientTransformerTaxonomy.png
date: March 09, 2021
tags:
- research
- nlp
- local: fine-tune-wav2vec2-english
title: "Fine-Tune Wav2Vec2 for English ASR with 🤗 Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/15_fine_tune_wav2vec2/wav2vec2.png
date: March 12, 2021
tags:
- guide
- audio
- local: how-to-deploy-a-pipeline-to-google-clouds
title: "My Journey to a serverless transformers pipeline on Google Cloud"
author: Maxence
guest: true
date: March 18, 2021
tags:
- guide
- local: the-partnership-amazon-sagemaker-and-hugging-face
title: "The Partnership: Amazon SageMaker and Hugging Face"
author: philschmid
thumbnail: /blog/assets/17_the_partnership_amazon_sagemaker_and_hugging_face/thumbnail.png
date: March 23, 2021
tags:
- partnerships
- aws
- local: big-bird
title: "Understanding BigBird's Block Sparse Attention"
thumbnail: /blog/assets/18_big_bird/block-sparse-attn.gif
author: vasudevgupta
guest: true
date: March 31, 2021
tags:
- community
- research
- nlp
- local: sagemaker-distributed-training-seq2seq
title: "Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker"
author: philschmid
thumbnail: /blog/assets/19_sagemaker_distributed_training_seq2seq/thumbnail.png
date: April 8, 2021
tags:
- guide
- partnerships
- aws
- nlp
- local: accelerate-library
title: Introducing 🤗 Accelerate
thumbnail: /blog/assets/20_accelerate_library/accelerate_diff.png
author: sgugger
date: April 16, 2021
tags:
- guide
- local: bert-cpu-scaling-part-1
title: "Scaling-up BERT Inference on CPU (Part 1)"
thumbnail: /blog/assets/21_bert_cpu_scaling_part_1/imgs/numa_set.png
author: mfuntowicz
date: April 20, 2021
tags:
- guide
- nlp
- partnerships
- intel
- local: gradio
title: "Using & Mixing Hugging Face Models with Gradio 2.0"
author: abidlabs
thumbnail: /blog/assets/22_gradio/gradio.png
guest: true
date: May 25, 2021
tags:
- open-source-collab
- guide
- local: few-shot-learning-gpt-neo-and-inference-api
title: "Few-shot learning in practice: GPT-NEO and the 🤗 Accelerated Inference API"
author: philschmid
thumbnail: /blog/assets/22_few_shot_learning_gpt_neo_and_inference_api/few-shot-prompt.png
date: June 3, 2021
tags:
- guide
- nlp
- local: sentence-transformers-in-the-hub
title: "Sentence Transformers in the 🤗 Hub"
author: nreimers
date: June 28, 2021
tags:
- open-source-collab
- nlp
- local: deploy-hugging-face-models-easily-with-amazon-sagemaker
title: "Deploy Hugging Face models easily with Amazon SageMaker"
author: philschmid
date: July 8, 2021
tags:
- guide
- partnerships
- aws
- local: spacy
title: "Welcome spaCy to the 🤗 Hub"
author: osanseviero
thumbnail: /blog/assets/23_spacy/thumbnail.png
date: July 13, 2021
tags:
- open-source-collab
- nlp
- local: collaborative-training
title: "Deep Learning over the Internet: Training Language Models Collaboratively"
author: mryab
guest: true
thumbnail: /blog/assets/24_sahajBERT/thumbnail.png
date: July 15, 2021
tags:
- research
- local: hardware-partners-program
title: "Introducing Optimum: The Optimization Toolkit for Transformers at Scale"
author: mfuntowicz
thumbnail: /blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png
date: September 14, 2021
tags:
- guide
- local: graphcore
title: "Hugging Face and Graphcore partner for IPU-optimized Transformers"
author: sallydoherty
guest: true
thumbnail: /blog/assets/26_graphcore-ipu/thumbnail.png
date: September 14, 2021
tags:
- graphcore
- partnerships
- local: summer-at-huggingface
title: "Summer at Hugging Face ☀️"
author: huggingface
thumbnail: /blog/assets/27_summer_at_huggingface/thumbnail.png
date: September 24, 2021
tags:
- community
- local: gradio-spaces
title: "Showcase Your Projects in Spaces using Gradio"
author: merve
thumbnail: /blog/assets/28_gradio-spaces/thumbnail.png
date: October 5, 2021
tags:
- guide
- local: streamlit-spaces
title: "Hosting your Models and Datasets on Hugging Face Spaces using Streamlit"
author: merve
thumbnail: /blog/assets/29_streamlit-spaces/thumbnail.png
date: October 5, 2021
tags:
- guide
- local: fine-tune-clip-rsicd
title: "Fine tuning CLIP with Remote Sensing (Satellite) images and captions"
author: arampacha
guest: true
thumbnail: /blog/assets/30_clip_rsicd/clip-rsicd-header-image.png
date: October 13, 2021
tags:
- community
- cv
- nlp
- local: the-age-of-ml-as-code
title: "The Age of Machine Learning As Code Has Arrived"
author: juliensimon
thumbnail: /blog/assets/31_age_of_ml_as_code/01_entreprise_ml.png
date: October 20, 2021
tags:
- analysis
- local: 1b-sentence-embeddings
title: "Train a Sentence Embedding Model with 1B Training Pairs"
author: asi
guest: true
thumbnail: /blog/assets/32_1b_sentence_embeddings/model.png
date: October 25, 2021
tags:
- community
- nlp
- local: large-language-models
title: "Large Language Models: A New Moore's Law?"
author: juliensimon
thumbnail: /blog/assets/33_large_language_models/01_model_size.jpg
date: October 26, 2021
tags:
- analysis
- nlp
- local: course-launch-event
title: "Course Launch Community Event"
author: sgugger
thumbnail: /blog/assets/34_course_launch/speakers_day1.png
date: October 26, 2021
tags:
- community
- nlp
- local: bert-cpu-scaling-part-2
title: "Scaling up BERT-like model Inference on modern CPU - Part 2"
author: mfuntowicz
thumbnail: /blog/assets/35_bert_cpu_scaling_part_2/openmp.png
date: November 4, 2021
tags:
- partnerships
- intel
- guide
- nlp
- local: fine-tune-xlsr-wav2vec2
title: "Fine-tuning XLS-R for Multi-Lingual ASR with 🤗 Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/16_fine_tune_xlsr_wav2vec2/xlsr_wav2vec2.png
date: November 15, 2021
tags:
- guide
- audio
- local: accelerating-pytorch
title: "Accelerating PyTorch distributed fine-tuning with Intel technologies"
author: juliensimon
thumbnail: /blog/assets/36_accelerating_pytorch/03_two_nodes.png
date: November 19, 2021
tags:
- guide
- local: data-measurements-tool
title: "Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets"
author: sasha
thumbnail: /blog/assets/37_data-measurements-tool/basics_scroll.gif
date: November 29, 2021
tags:
- research
- local: graphcore-getting-started
title: "Getting Started with Hugging Face Transformers for IPUs with Optimum"
author: internetoftim
guest: true
thumbnail: /blog/assets/38_getting_started_graphcore/graphcore_1.png
date: November 30, 2021
tags:
- partnerships
- graphcore
- guide
- local: snowball-fight
title: "Introducing Snowball Fight ☃️, our First ML-Agents Environment"
author: ThomasSimonini
thumbnail: /blog/assets/39_introducing_snowball_fight/snowballfight.gif
date: December 2, 2021
tags:
- research
- rl
- local: codeparrot
title: "Training CodeParrot 🦜 from Scratch"
author: lvwerra
thumbnail: /blog/assets/40_codeparrot/thumbnail.png
date: December 8, 2021
tags:
- guide
- research
- nlp
- local: perceiver
title: "Perceiver IO: a scalable, fully-attentional model that works on any modality"
author: nielsr
thumbnail: /blog/assets/41_perceiver/thumbnail.png
date: December 15, 2021
tags:
- research
- guide
- nlp
- audio
- cv
- local: gradio-joins-hf
title: "Gradio joins Hugging Face!"
author: abidlabs
thumbnail: /blog/assets/42_gradio_joins_hf/thumbnail.png
date: December 21, 2021
tags:
- community
- open-source-collab
- local: autonlp-prodigy
title: "Active Learning with AutoNLP and Prodigy"
author: abhishek
thumbnail: /blog/assets/43_autonlp_prodigy/thumbnail.png
date: December 23, 2021
tags:
- research
- partnerships
- nlp
- local: gptj-sagemaker
title: "Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker"
author: philschmid
thumbnail: /blog/assets/45_gptj_sagemaker/thumbnail.png
date: January 11, 2022
tags:
- partnerships
- aws
- guide
- nlp
- local: wav2vec2-with-ngram
title: "Boost Wav2Vec2 with n-gram LM in 🤗 Transformers"
author: patrickvonplaten
thumbnail: /blog/assets/44_boost_wav2vec2_ngram/wav2vec2_ngram.png
date: January 12, 2022
tags:
- research
- guide
- audio
- local: infinity-cpu-performance
title: "Case Study: Millisecond Latency using Hugging Face Infinity and modern CPUs"
author: philschmid
thumbnail: /blog/assets/46_infinity_cpu_performance/thumbnail.png
date: January 13, 2022
tags:
- analysis
- local: sb3
title: "Welcome Stable-baselines3 to the Hugging Face Hub 🤗"
author: ThomasSimonini
thumbnail: /blog/assets/47_sb3/thumbnail.png
date: January 21, 2022
tags:
- open-source-collab
- rl
- local: searching-the-hub
title: "Supercharged Searching on the Hugging Face Hub"
author: muellerzr
thumbnail: /blog/assets/48_hubsearch/thumbnail.png
date: January 25, 2022
tags:
- guide
- local: asr-chunking
title: "Making automatic speech recognition work on large files with Wav2Vec2 in 🤗 Transformers"
author: Narsil
thumbnail: /blog/assets/49_asr_chunking/thumbnail.png
date: February 1, 2022
tags:
- guide
- research
- audio
- local: sentiment-analysis-python
title: "Getting Started with Sentiment Analysis using Python"
author: FedericoPascual
thumbnail: /blog/assets/50_sentiment_python/thumbnail.png
date: February 2, 2022
tags:
- sentiment-analysis
- nlp
- guide
- local: fine-tune-vit
title: "Fine-Tune ViT for Image Classification with 🤗 Transformers"
author: nateraw
thumbnail: /blog/assets/51_fine_tune_vit/vit-thumbnail.jpg
date: February 11, 2022
tags:
- guide
- cv
- local: bert-101
title: "BERT 101 🤗 State Of The Art NLP Model Explained"
author: britneymuller
thumbnail: /blog/assets/52_bert_101/thumbnail.jpg
date: March 2, 2022
tags:
- guide
- nlp
- local: constrained-beam-search
title: "Guiding Text Generation with Constrained Beam Search in 🤗 Transformers"
author: cwkeam
guest: true
thumbnail: /blog/assets/53_constrained_beam_search/thumbnail.png
date: March 11, 2022
tags:
- guide
- nlp
- local: image-search-datasets
title: "Image search with 🤗 datasets"
author: davanstrien
thumbnail: /blog/assets/54_image_search_datasets/spaces_image_search.jpg
date: March 16, 2022
tags:
- cv
- local: bert-inferentia-sagemaker
title: "Accelerate BERT inference with Hugging Face Transformers and AWS inferentia"
author: philschmid
thumbnail: /blog/assets/55_bert_inferentia_sagemaker/thumbnail.png
date: March 16, 2022
tags:
- partnerships
- aws
- guide
- nlp
- local: fine-tune-segformer
title: "Fine-Tune a Semantic Segmentation Model with a Custom Dataset"
author: tobiasc
thumbnail: /blog/assets/56_fine_tune_segformer/thumb.png
date: March 17, 2022
tags:
- guide
- partnerships
- cv
- local: ai-residency
title: "Announcing the 🤗 AI Research Residency Program"
author: douwekiela
thumbnail: /blog/assets/57_ai_residency/residency-thumbnail.jpg
date: March 22, 2022
tags:
- community
- research
- local: meg-mitchell-interview
title: "Machine Learning Experts - Meg Mitchell Interview"
author: britneymuller
thumbnail: /blog/assets/57_meg_mitchell_interview/thumbnail.png
date: March 23, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: decision-transformers
title: "Introducing Decision Transformers on Hugging Face 🤗"
author: edbeeching
thumbnail: /blog/assets/58_decision-transformers/thumbnail.jpg
date: March 28, 2022
tags:
- open-source-collab
- guide
- rl
- local: transformers-design-philosophy
title: "Don't repeat yourself - 🤗 Transformers Design Philosophy"
author: patrickvonplaten
thumbnail: /blog/assets/59_transformers_philosophy/transformers.png
date: April 5, 2022
tags:
- community
- local: habana
title: "Habana Labs and Hugging Face Partner to Accelerate Transformer Model Training"
author: susanlansing
thumbnail: /blog/assets/60_habana/habana.png
date: April 12, 2022
tags:
- partnerships
- local: lewis-tunstall-interview
title: "Machine Learning Experts - Lewis Tunstall Interview"
author: britneymuller
thumbnail: /blog/assets/60_lewis_tunstall_interview/thumbnail.png
date: April 13, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: carbon-emissions-on-the-hub
title: "CO2 Emissions and the 🤗 Hub: Leading the Charge"
author: sasha
thumbnail: /blog/assets/60_carbon_emissions_on_the_hub/thumbnail.jpg
date: April 22, 2022
tags:
- community
- guide
- local: supercharge-customer-service-with-machine-learning
title: "Supercharged Customer Service with Machine Learning"
author: patrickvonplaten
thumbnail: /blog/assets/61_supercharged_customer_service_with_nlp/thumbnail.png
date: April 25, 2022
tags:
- guide
- nlp
- local: education
title: "Introducing Hugging Face for Education"
author: Violette
thumbnail: /blog/assets/61_education/thumbnail.png
date: April 25, 2022
tags:
- community
- local: getting-started-habana
title: "Getting Started with Transformers on Habana Gaudi"
author: juliensimon
thumbnail: /blog/assets/61_getting_started_habana/thumbnail.png
date: April 26, 2022
tags:
- partnerships
- guide
- local: ml-director-insights
title: "Director of Machine Learning Insights [Series]"
author: britneymuller
thumbnail: /blog/assets/61_ml_director_insights/thumbnail.png
date: April 27, 2022
tags:
- community
- research
- local: opinion-classification-with-kili
title: "Opinion Classification with Kili and HuggingFace AutoTrain"
author: alperiox
guest: true
thumbnail: /blog/assets/59_opinion-classification-with-kili/thumbnail.png
date: April 28, 2022
tags:
- guide
- local: pytorch-fsdp
title: "Accelerate Large Model Training using PyTorch Fully Sharded Data Parallel"
author: smangrul
thumbnail: /blog/assets/62_pytorch_fsdp/fsdp-thumbnail.png
date: May 2, 2022
tags:
- guide
- local: deep-rl-intro
title: "An Introduction to Deep Reinforcement Learning"
author: ThomasSimonini
thumbnail: /blog/assets/63_deep_rl_intro/thumbnail.png
date: May 4, 2022
tags:
- rl
- local: fastai
title: "Welcome fastai to the Hugging Face Hub"
author: espejelomar
thumbnail: /blog/assets/64_fastai/fastai_hf_blog.png
date: May 6, 2022
tags:
- guide
- open-source-collab
- community
- local: series-c
title: "We Raised $100 Million for Open & Collaborative Machine Learning 🚀"
author: The Hugging Face Team
thumbnail: /blog/assets/65_series_c/thumbnail.jpg
date: May 9, 2022
tags:
- news
- local: optimum-inference
title: "Accelerated Inference with Optimum and Transformers Pipelines"
author: philschmid
thumbnail: /blog/assets/66_optimum_inference/thumbnail.png
date: May 10, 2022
tags:
- guide
- community
- local: ambassadors
title: "Student Ambassador Program's call for applications is open!"
author: Violette
thumbnail: /blog/assets/67_ambassadors/thumbnail.png
date: May 13, 2022
tags:
- community
- local: ml-director-insights-2
title: "Director of Machine Learning Insights [Part 2: SaaS Edition]"
author: britneymuller
thumbnail: /blog/assets/67_ml_director_insights/thumbnail.png
date: May 13, 2022
tags:
- community
- research
- local: gradio-blocks
title: "Gradio 3.0 is Out!"
author: abidlabs
thumbnail: /blog/assets/68_gradio_blocks/block-party.png
date: May 16, 2022
tags:
- community
- open-source-collab
- local: fellowship
title: "Announcing the Hugging Face Fellowship Program"
author: espejelomar
thumbnail: /blog/assets/62_fellowship/fellowship-thumbnail.png
date: May 17, 2022
tags:
- community
- local: sasha-luccioni-interview
title: "Machine Learning Experts - Sasha Luccioni Interview"
author: britneymuller
thumbnail: /blog/assets/69_sasha_luccioni_interview/thumbnail.png
date: May 17, 2022
tags:
- expert-acceleration-program
- ml-experts
- local: deep-rl-q-part1
title: "An Introduction to Q-Learning Part 1"
author: ThomasSimonini
thumbnail: /blog/assets/70_deep_rl_q_part1/thumbnail.gif
date: May 18, 2022
tags:
- rl
- local: ethical-charter-multimodal
title: "Putting ethical principles at the core of research lifecycle"
author: SaulLu
thumbnail: /blog/assets/71_ethical-charter/thumbnail.jpg
date: May 19, 2022
tags:
- research
- nlp
- audio
- cv
- local: sempre-health-eap-case-study
title: "How Sempre Health is leveraging the Expert Acceleration Program to accelerate their ML roadmap"
author: federicopascual
thumbnail: /blog/assets/70_sempre_health/thumbnail.jpg
date: May 19, 2022
tags:
- expert-acceleration-program
- case-study
- case-studies
- local: deep-rl-q-part2
title: "An Introduction to Q-Learning Part 2"
author: ThomasSimonini
thumbnail: /blog/assets/73_deep_rl_q_part2/thumbnail.gif
date: May 20, 2022
tags:
- rl
- local: tapex
title: "Efficient Table Pre-training without Real Data: An Introduction to TAPEX"
author: SivilTaram
thumbnail: /blog/assets/74_tapex/thumbnail.png
guest: true
date: May 23, 2022
tags:
- research
- nlp
- community
- local: community-update
title: "Introducing Pull Requests and Discussions 🥳"
author: victor
thumbnail: /blog/assets/76_community_update/thumbnail.png
date: May 25, 2022
tags:
- launch
- local: graphcore-update
title: "Graphcore and Hugging Face Launch New Lineup of IPU-Ready Transformers"
author: sallydoherty
thumbnail: /blog/assets/77_graphcore-update/graphcore_update.png
date: May 26, 2022
tags:
- graphcore
- partnerships
- local: deep-rl-dqn
title: "Deep Q-Learning with Atari"
author: ThomasSimonini
thumbnail: /blog/assets/78_deep_rl_dqn/thumbnail.gif
date: June 7, 2022
tags:
- rl
- local: annotated-diffusion
title: "The Annotated Diffusion Model"
author: nielsr
thumbnail: /blog/assets/78_annotated-diffusion/thumbnail.png
date: June 7, 2022
tags:
- guide
- diffusion
- stable-diffusion
- local: ml-director-insights-3
title: "Director of Machine Learning Insights [Part 3: Finance Edition]"
author: britneymuller
thumbnail: /blog/assets/78_ml_director_insights/thumbnail.png
date: June 14, 2022
tags:
- community
- research
- local: intel
title: "Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration"
author: juliensimon
thumbnail: /blog/assets/80_intel/01.png
date: June 15, 2022
tags:
- hardware
- intel
- guide
- local: convert-transformers-to-onnx
title: "Convert Transformers to ONNX with Hugging Face Optimum"
author: philschmid
thumbnail: /blog/assets/81_convert_transformers_to_onnx/thumbnail.png
date: June 22, 2022
tags:
- guide
- community
- hardware
- local: getting-started-with-embeddings
title: "Getting Started With Embeddings"
author: espejelomar
thumbnail: /blog/assets/80_getting_started_with_embeddings/thumbnail.png
date: June 23, 2022
tags:
- guide
- nlp
- local: eval-on-the-hub
title: "Announcing Evaluation on the Hub"
author: douwekiela
thumbnail: /blog/assets/82_eval_on_the_hub/thumbnail.png
date: June 28, 2022
tags:
- community
- launch
- guide
- local: accelerate-deepspeed
title: "Accelerate Large Model Training using DeepSpeed"
author: smangrul
thumbnail: /blog/assets/83_accelerate_deepspeed/deepspeed-thumbnail.png
date: June 28, 2022
tags:
- guide
- local: your-first-ml-project
title: "Liftoff! How to get started with your first ML project 🚀"
author: nimaboscarino
thumbnail: /blog/assets/84_first_ml_project/thumbnail.png
date: June 29, 2022
tags:
- guide
- local: deep-rl-pg
title: "Policy Gradient with PyTorch"
author: ThomasSimonini
thumbnail: /blog/assets/85_policy_gradient/thumbnail.gif
date: June 30, 2022
tags:
- rl
- local: sentiment-analysis-twitter
title: "Getting Started with Sentiment Analysis on Twitter"
author: FedericoPascual
thumbnail: /blog/assets/85_sentiment_analysis_twitter/thumbnail.png
date: July 7, 2022
tags:
- sentiment-analysis
- nlp
- guide
- local: bloom
title: "Introducing The World's Largest Open Multilingual Language Model: BLOOM"
author: BigScience
thumbnail: /blog/assets/86_bloom/thumbnail.png
date: July 12, 2022
tags:
- open-source-collab
- community
- research
- local: playlist-generator
title: "Building a Playlist Generator with Sentence Transformers"
author: NimaBoscarino
thumbnail: /blog/assets/87_playlist_generator/thumbnail.png
date: July 13, 2022
tags:
- nlp
- guide
- local: bloom-megatron-deepspeed
title: "The Technology Behind BLOOM Training"
author: stas
thumbnail: /blog/assets/86_bloom_megatron_deepspeed/thumbnail.png
date: July 14, 2022
tags:
- nlp
- llm
- local: mnist-adversarial
title: "How to train your model dynamically using adversarial data"
author: chrisjay
thumbnail: /blog/assets/88_mnist_adversarial/mnist-adversarial.png
date: July 16, 2022
tags:
- mnist
- adversarial
- guide
- local: deep-rl-a2c
title: "Advantage Actor Critic (A2C)"
author: ThomasSimonini
thumbnail: /blog/assets/89_deep_rl_a2c/thumbnail.gif
date: July 22, 2022
tags:
- rl
- local: tf-serving-vision
title: "Deploying TensorFlow Vision Models in Hugging Face with TF Serving"
author: sayakpaul
thumbnail: /blog/assets/90_tf_serving_vision/thumbnail.png
date: July 25, 2022
tags:
- guide
- cv
- local: tf-xla-generate
title: "Faster Text Generation with TensorFlow and XLA"
author: joaogante
thumbnail: /blog/assets/91_tf_xla_generate/thumbnail.png
date: July 27, 2022
tags:
- nlp
- guide
- local: datasets-docs-update
title: "Introducing new audio and vision documentation in 🤗 Datasets"
author: stevhliu
thumbnail: /blog/assets/87_datasets-docs-update/thumbnail.gif
date: July 28, 2022
tags:
- audio
- cv
- community
- announcement
- local: us-national-ai-research-resource