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Aleksa Gordić - The AI Epiphany
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Shipping. x-Google DeepMind, x-Microsoft engineer explaining AI. ❤️

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📄 Website - gordicaleksa.com/
💼 LinkedIn - www.linkedin.com/in/aleksagordic/
🐦 Twitter - twitter.com/gordic_aleksa
👨‍👩‍👧‍👦 Discord - discord.gg/peBrCpheKE

📺 YouTube - youtube.com/c/TheAIEpiphany/
📚 Medium - gordicaleksa.medium.com/
💻 GitHub - github.com/gordicaleksa
📢 AI Newsletter - aiepiphany.substack.com/

My apps:
www.crackedengineers.com/
www.hubermantranscripts.com/

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2:36:17

Day 30: Open NLLB - iterating on fasttext HBS LID, filtering (Pt 1)

Aleksa Gordić - The AI Epiphany

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1:41:40

Day 29: Open NLLB - testing & improving fasttext HBS LID (Pt 3)

Aleksa Gordić - The AI Epiphany

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375 views

2:32:05

Day 29: Open NLLB - handling German data, training fasttext HBS LID (Pt 2)

Aleksa Gordić - The AI Epiphany

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3:35:39

Day 29: Open NLLB - training fasttext LID (Pt 1)

Aleksa Gordić - The AI Epiphany

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1:56:55

Day 28: Open NLLB - debugging fuzzy dedup, training fasttext LID (Pt 3)

Aleksa Gordić - The AI Epiphany

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2:51:26

Day 28: Open NLLB - debugging fuzzy dedup, training fasttext LID (Pt 2)

Aleksa Gordić - The AI Epiphany

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297 views

4:25:03

Day 28: Open NLLB - debugging fuzzy dedup, training fasttext LID (Pt 1)

Aleksa Gordić - The AI Epiphany

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48:44

Day 27: Open NLLB - filtering stage hyperparams, HBS LID detector (Pt 3 cont.)

Aleksa Gordić - The AI Epiphany

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53:24

Day 27: Open NLLB - filtering stage hyperparams, HBS LID detector (Pt 3)

Aleksa Gordić - The AI Epiphany

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197 views

2:31:29

Day 27: Open NLLB - profiling parallel fuzzy dedup, filtering stage hyperparams (Pt 2)

Aleksa Gordić - The AI Epiphany

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304 views

3:02:17

Day 27: Open NLLB - speeding up fuzzy dedup, tqdm multi process (Pt 1)

Aleksa Gordić - The AI Epiphany

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292 views

2:38:44

Day 26: Open NLLB - filtering HBS, union find, paper reading (Pt 2)

Aleksa Gordić - The AI Epiphany

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422 views

3:16:25

Day 26: Open NLLB - filtering HBS, refactoring, wrapping up MinHash LSH (Pt 1)

Aleksa Gordić - The AI Epiphany

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373 views

2:09:17

Day 25: Open NLLB - filtering HBS (Pt 3)

Aleksa Gordić - The AI Epiphany

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257 views

2:11:52

Day 25: Open NLLB - filtering HBS (Pt 2)

Aleksa Gordić - The AI Epiphany

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498 views

4:22:31

Day 25: Open NLLB - filtering HBS (fuzzy dedup, toxicity, LID) (Pt 1)

Aleksa Gordić - The AI Epiphany

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236 views

1:46:24

Day 24: Open NLLB - back from China, filtering HBS data (Pt 3)

Aleksa Gordić - The AI Epiphany

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222 views

1:40:00

Day 24: Open NLLB - back from China, analyzing spikes, preparing HBS run (Pt 2)

Aleksa Gordić - The AI Epiphany

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366 views

2:08:44

Day 24: Open NLLB - back from China, fuzzy dedup, preparing HBS run (Pt 1)

Aleksa Gordić - The AI Epiphany

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357 views

2:51:26

Day 23: Open NLLB - day before China trip! fuzzy dedup, paper reading (Pt 3)

Aleksa Gordić - The AI Epiphany

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506 views

2:00:41

Day 23: Open NLLB - day before China trip! LID, fuzzy dedup, paper reading (Pt 2)

Aleksa Gordić - The AI Epiphany

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319 views

1:19:46

Day 23: Open NLLB - day before China trip! Refactoring & pushing changes (Pt 1 cont.)

Aleksa Gordić - The AI Epiphany

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334 views

3:51:18

Day 23: Open NLLB - day before China trip! LID, parallelization, HBS tokenizer (Pt 1)

Aleksa Gordić - The AI Epiphany

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569 views

2:47:21

Day 22: Open NLLB - HBS data analysis, split into Cyrillic & Latin (Pt 3)

Aleksa Gordić - The AI Epiphany

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340 views

2:54:29

Day 22: Open NLLB - HBS data analysis, split into Cyrillic & Latin (Pt 2)

Aleksa Gordić - The AI Epiphany

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854 views

4:15:04

Day 22: Open NLLB - HBS data analysis, split into Cyrillic & Latin (Pt 1)

Aleksa Gordić - The AI Epiphany

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217 views

3:08:24

Day 21: Open NLLB - data work (Serbian, Croatian, Bosnian) (Pt 2)

Aleksa Gordić - The AI Epiphany

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359 views

52:26

Day 21: Open NLLB - data work (Serbian, Croatian, Bosnian) (Pt 1 cont.)

Aleksa Gordić - The AI Epiphany

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214 views

3:53:00

Day 21: Open NLLB - data work (Serbian, Croatian, Bosnian) (Pt 1)

Aleksa Gordić - The AI Epiphany

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224 views

2:49:26

Day 20: Open NLLB - data work (Pt 3)

Aleksa Gordić - The AI Epiphany

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409 views

2:03:56

Day 20: Open NLLB - analyzing HBS data (Bosnian, Croatian) (Pt 2)

Aleksa Gordić - The AI Epiphany

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264 views

2:52:57

Day 20: Open NLLB - downloading HBS parallel corpora (Croatian - wrap up) (Pt 1)

Aleksa Gordić - The AI Epiphany

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194 views

2:43:04

Day 19: Open NLLB - downloading HBS parallel corpora (Pt 3)

Aleksa Gordić - The AI Epiphany

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317 views

2:17:42

Day 19: Open NLLB - OPUS, downloading HBS parallel corpora (Pt 2)

Aleksa Gordić - The AI Epiphany

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229 views

4:00:06

Day 19: Open NLLB - compute grant, downloading HBS parallel corpora (Pt 1)

Aleksa Gordić - The AI Epiphany

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227 views

2:27:53

Day 18: Open NLLB - Serbian parallel corpora, paper reading (Pt 3)

Aleksa Gordić - The AI Epiphany

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2:13:56

Day 18: Open NLLB - Serbian parallel corpora, paper reading, batch analysis (Pt 2)

Aleksa Gordić - The AI Epiphany

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296 views

1:42:31

Day 18: Open NLLB - data loading document, GitHub tasks (Pt 1 cont.)

Aleksa Gordić - The AI Epiphany

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463 views

1:38:30

Day 18: Open NLLB - data loading document, GitHub tasks (Pt 1)

Aleksa Gordić - The AI Epiphany

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230 views

2:43:55

Day 17: Open NLLB - community tasks, dataset sharding, eos token (Pt 3)

Aleksa Gordić - The AI Epiphany

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367 views

2:30:04

Day 17: Open NLLB - analyzing batch iterators (Pt 2)

Aleksa Gordić - The AI Epiphany

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268 views

4:44:03

Day 17: Open NLLB - eval on 2 GPUs all-gather, fairseq data loading debugging session (Pt 1)

Aleksa Gordić - The AI Epiphany

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414 views

2:54:38

Day 16: Open NLLB - Weights & Biases debugging session :) (Pt 3)

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504 views

2:33:26

Day 16: Open NLLB - text sampling and sacrebleu eval during training (Pt 2)

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242 views

4:11:50

Day 16: Open NLLB - text sampling and sacrebleu eval during training (Pt 1)

Aleksa Gordić - The AI Epiphany

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300 views

2:34:06

Day 15: Open NLLB - wrapping up detecting hallucinations paper (Pt 3)

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1:12:54

Day 15: Open NLLB - ALTI+, detecting hallucinations (Pt 2)

Aleksa Gordić - The AI Epiphany

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493 views

3:55:06

Day 15: Open NLLB - sharding, paper reading (hallucinations) (Pt 1)

Aleksa Gordić - The AI Epiphany

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652 views

3:06:10

Day 14: Open NLLB - exploring BLEU, chrF++, logging (Pt 3. cont. 2)

Aleksa Gordić - The AI Epiphany

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6:44

Day 14: Open NLLB - exploring BLEU, chrF++, logging (Pt 3. cont.)

Aleksa Gordić - The AI Epiphany

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165 views

8:35

Day 14: Open NLLB - exploring BLEU, chrF++, logging (Pt 3.)

Aleksa Gordić - The AI Epiphany

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368 views

2:30:10

Day 14: Open NLLB - Eval of our first run (English, Turkish, Hindi) (Pt 2.)

Aleksa Gordić - The AI Epiphany

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4:32:45

Day 14: Open NLLB - Analyzing our first run (English, Turkish, Hindi) (Pt 1.)

Aleksa Gordić - The AI Epiphany

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317 views

3:46:21

Day 13: Open NLLB - Aya, dedup sharding analysis, analyzing training (Pt 2.)

Aleksa Gordić - The AI Epiphany

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3:55:05

Day 13: Open NLLB - FSDP paper, kicking off the 1st run (Pt 1.)

Aleksa Gordić - The AI Epiphany

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2:13:51

Day 12: Open NLLB - on-boarding doc for new-joiners, eval (Pt 2.)

Aleksa Gordić - The AI Epiphany

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288 views

2:37:58

Day 12: Open NLLB - on-boarding doc for new-joiners, eval (Pt 2.)

Aleksa Gordić - The AI Epiphany

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4:05:38

Day 12: Open NLLB - on-boarding doc for new-joiners, mem usage (Pt 1.)

Aleksa Gordić - The AI Epiphany

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2:40:17

Day 11: Open NLLB - FSDP, on-boarding as a new-joiner (Pt 3.)

Aleksa Gordić - The AI Epiphany

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392 views

2:54:22

Day 11: Open NLLB - Apex, mined data, etc.

Aleksa Gordić - The AI Epiphany

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