Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

DMax Aggressive Parallel Decoding for dLLMs paper:

_akhaliq's profile picture

AK

502,441 subscribers

23,473 Aufrufe • vor 1 Monat •via X (Twitter)

LIVE

Anya Rossi• Live Now

Private livecam show

0 Kommentare

Keine Kommentare verfügbar

Kommentare vom Original-Post werden hier angezeigt

Ähnliche Videos

We are excited to introduce Mercury, the first commercial-grade diffusion large language model (dLLM)! dLLMs push the frontier of intelligence and speed with parallel, coarse-to-fine text generation.
0:19

We are excited to introduce Mercury, the first commercial-grade diffusion large language model (dLLM)! dLLMs push the frontier of intelligence and speed with parallel, coarse-to-fine text generation.

Inception

1,909,695 Aufrufe • vor 1 Jahr

In the Mean While #Soundariya In Parallel Universe Be like !! Same Answer For Two Different Question paper 😂😂 #BiggBossTamil8 #BiggBossSeason8Tamil #BiggBossSeason8Tamil
0:13

In the Mean While #Soundariya In Parallel Universe Be like !! Same Answer For Two Different Question paper 😂😂 #BiggBossTamil8 #BiggBossSeason8Tamil #BiggBossSeason8Tamil

Joe Michael Praveen

100,418 Aufrufe • vor 1 Jahr

Can $300 RTX3060 be faster than $10,000 A100 for LLM decoding?🧐Yes Introduce EAGLE-2: - 4.26x🚀vanilla (13B) - 1.4x🚀EAGLE (13B) - No extra training than EAGLE - Maintain distribution Paper: Code: Demo:
0:13

Can $300 RTX3060 be faster than $10,000 A100 for LLM decoding?🧐Yes Introduce EAGLE-2: - 4.26x🚀vanilla (13B) - 1.4x🚀EAGLE (13B) - No extra training than EAGLE - Maintain distribution Paper: Code: Demo:

Hongyang Zhang

35,677 Aufrufe • vor 1 Jahr

DECODING FOR "ARIRANG" LOCKED RECORDINGS ON SPOTIFY STARTED.. ( #BTS_ARIRANG #BTSxSpotify
0:18

DECODING FOR "ARIRANG" LOCKED RECORDINGS ON SPOTIFY STARTED.. ( #BTS_ARIRANG #BTSxSpotify

BTS Updates, News & Charts ⁷

116,299 Aufrufe • vor 2 Monaten

Added context to my tiny diffusion model to enable sequential generation of longer outputs! Currently the context is a quarter of the sequence length (seq_len=256, context_len=64). I have a theory that the less semantic-value-per-token, the worse the “curse of parallel decoding” is. With parallel decoding, we independently predict multiple tokens in one step. With the sentence “My poker hand was a ___ ___”, two valid predictions are “two pair” and “straight flush”. Because each token prediction is independent though, we can end up with a nonsensical output like “two flush”. This seems to be exacerbated with low semantic-value-per-token, as now you need more tokens to express the same concept. Instead of needing to independently predict two tokens, we might need to predict 10 instead (which is of course much harder). The model currently has noticeably worse output compared to nanogpt (similar size) and I believe this is a main reason. I’ll try adding confidence-aware parallel decoding (from NVIDIA’s Fast-dLLM paper) and other tricks and see how much they improve generation quality.
0:12

Added context to my tiny diffusion model to enable sequential generation of longer outputs! Currently the context is a quarter of the sequence length (seq_len=256, context_len=64). I have a theory that the less semantic-value-per-token, the worse the “curse of parallel decoding” is. With parallel decoding, we independently predict multiple tokens in one step. With the sentence “My poker hand was a ___ ___”, two valid predictions are “two pair” and “straight flush”. Because each token prediction is independent though, we can end up with a nonsensical output like “two flush”. This seems to be exacerbated with low semantic-value-per-token, as now you need more tokens to express the same concept. Instead of needing to independently predict two tokens, we might need to predict 10 instead (which is of course much harder). The model currently has noticeably worse output compared to nanogpt (similar size) and I believe this is a main reason. I’ll try adding confidence-aware parallel decoding (from NVIDIA’s Fast-dLLM paper) and other tricks and see how much they improve generation quality.

Nathan Barry

89,040 Aufrufe • vor 7 Monaten

Decoding Virtual Warrior
0:12

Decoding Virtual Warrior

VijayTroll☆ᴬᴷ☆

29,513 Aufrufe • vor 7 Monaten

Decoding s00n... 🛰
0:14

Decoding s00n... 🛰

m00m 🛰

12,190 Aufrufe • vor 2 Jahren

decoding arirang
0:13

decoding arirang

sporkie

16,980 Aufrufe • vor 2 Monaten

wait decoding arirang is already available??
0:18

wait decoding arirang is already available??

jk.97

52,682 Aufrufe • vor 2 Monaten

BU meets Parallel Web Systems! We're collaborating with Parallel Web Systems for our web search on BU app! Read our blogpost! 👇
0:13

BU meets Parallel Web Systems! We're collaborating with Parallel Web Systems for our web search on BU app! Read our blogpost! 👇

Browser Use

12,237 Aufrufe • vor 4 Monaten

Origami horse animated by Parallel Studio for Cheval Blanc hotels.
0:17

Origami horse animated by Parallel Studio for Cheval Blanc hotels.

Catsuka

53,205 Aufrufe • vor 4 Monaten

Press 𝐘 for aggressive catch. 🎮 #STP
0:12

Press 𝐘 for aggressive catch. 🎮 #STP

Mizzou Football

66,303 Aufrufe • vor 2 Jahren

Revised landing screen for Parallel mobile as per feedback. Cycles different factions. //
0:12

Revised landing screen for Parallel mobile as per feedback. Cycles different factions. //

//Kalos

18,978 Aufrufe • vor 1 Monat

Paper Cup Bunny Craft for Kids
0:14

Paper Cup Bunny Craft for Kids

Craft Gallery

232,395 Aufrufe • vor 11 Monaten

Easy Craft for Kids- Paper Firework
0:12

Easy Craft for Kids- Paper Firework

Do It Yourself

38,377 Aufrufe • vor 3 Jahren

🎥 | Tate McRae for Paper Magazine
0:19

🎥 | Tate McRae for Paper Magazine

Tate McRae Tour & Updates

26,175 Aufrufe • vor 1 Jahr

Decoding story likes when you’re dating be like... 🎥: bananabonani
0:16

Decoding story likes when you’re dating be like... 🎥: bananabonani

Instagram

106,867 Aufrufe • vor 2 Jahren

Dr Subramanian Swamy discussion with @kapilsibal on Decoding India’s economy
0:19

Dr Subramanian Swamy discussion with @kapilsibal on Decoding India’s economy

Virat Hindustan Sangam

145,857 Aufrufe • vor 2 Jahren

“I’ll catch you while you parallel parking Gun in each hand start parallel sparking Kill you n’ your man, put y’all in parallel coffins”
0:11

Sensitive content

“I’ll catch you while you parallel parking Gun in each hand start parallel sparking Kill you n’ your man, put y’all in parallel coffins”

Hip Hop Historian

505,714 Aufrufe • vor 3 Monaten