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PSA: DeepSeek R1 Distill Llama 70B speculative decoding version is now live on Groq Inc for Dev Tier. We just made fast even faster for instant reasoning. 🏁

44,675 Aufrufe • vor 1 Jahr •via X (Twitter)

11 Kommentare

Profilbild von Hatice Ozen
Hatice Ozenvor 1 Jahr

1/5 What is speculative decoding? It's a technique that uses a smaller, faster model to predict a sequence of tokens, which are then verified by the main, more powerful model in parallel. The main model evaluates these predictions and determines which tokens to keep or reject.

Profilbild von Hatice Ozen
Hatice Ozenvor 1 Jahr

2/5 Speculative decoding achieves faster inference because the main model can verify multiple tokens in parallel rather than generating them one-by-one. This parallel verification is significantly faster than traditional sequential token generation.

Profilbild von Hatice Ozen
Hatice Ozenvor 1 Jahr

3/5 Think of it like pair programming where your junior dev (small model) writes the first draft of code, and the senior dev (large model) reviews and corrects it. When the junior gets it right and the draft aligns, you save a lot of time.

Profilbild von Hatice Ozen
Hatice Ozenvor 1 Jahr

4/5 The efficiency comes from parallel verification - while the main model still verifies each token, it can do this simultaneously for many tokens. When wrong? No problem, the main model corrects course. This means much faster inference without having to compromise on quality.

Profilbild von Hatice Ozen
Hatice Ozenvor 1 Jahr

5/5 Really excited for you all to try it. Will get around to doc updates, but you can just use the `deepseek-r1-distill-llama-70b-specdec` model ID to try. Let us know what else you'd like to see below and have fun building with instant reasoning! 💪

Profilbild von Ben Everman
Ben Evermanvor 1 Jahr

@GroqInc Any plans for 670B?

Profilbild von Jasper
Jaspervor 1 Jahr

@GroqInc The speed is insane! Would love to have your machines and models on our platform

Profilbild von Mike Sulka
Mike Sulkavor 1 Jahr

@GroqInc Great stuff!

Profilbild von Charlie Greenman
Charlie Greenmanvor 1 Jahr

@GroqInc cool

Profilbild von Rish e/acc
Rish e/accvor 1 Jahr

@GroqInc This is fkin awesome, I hadn’t heard of speculative deckding. Can you recommend any literature etc on the subject?

Profilbild von Hatice Ozen
Hatice Ozenvor 1 Jahr

@GroqInc 100% agree and recommend this white paper to learn more:

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