![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
![]() |
|
Our state-of-the-art, experimental text diffusion model
output: Gemini Diffusion is an experimental text diffusion model from Google AI, combining the strengths of large-language models with a new generation technique called diffusion.
Traditional language models generate text one token at a time using autoregressive methods. However, in tasks like editing, inserting content in the context of math or code, and merging different ideas, a more flexible and powerful generation paradigm is needed.
Diffusion models offer an alternative approach. Instead of learning to predict text directly, they excel at refining noise to generate outputs step-by-step. This property is leveraged in Gemini Diffusion for efficient generation.
Capabilities
Rapid response
Generates content significantly faster than even our fastest model so far.
More coherent text
Generates entire blocks of tokens at once, meaning it responds more coherently to a user’s prompt than autoregressive models.
Iterative refinement
Corrects errors during generation for more consistent outputs.
Benchmarks
Gemini Diffusion’s external benchmark performance is comparable to much larger models, whilst also being faster.
Methodology
All scores are pass @1 (no majority voting). The Gemini 2.0 Flash-Lite experiments are run with the AI Studio API for the model-id gemini-2.0-flash-lite with the default sampling settings.
* Non-agentic evaluation (single turn edit only), max prompt length of 32K.
Gemini Diffusion speed
Average sampling speed across reported evals.
Try Gemini Diffusion
Gemini Diffusion is currently available as an experimental demo to help develop and refine future models. If you're interested in getting access to the demo, please sign up to the waitlist.
Disclaimer:info@kdj.com
The information provided is not trading advice. kdj.com does not assume any responsibility for any investments made based on the information provided in this article. Cryptocurrencies are highly volatile and it is highly recommended that you invest with caution after thorough research!
If you believe that the content used on this website infringes your copyright, please contact us immediately (info@kdj.com) and we will delete it promptly.
-
-
-
- Interactive Strength Inc. (Nasdaq: TRNR) Announces Plans to Acquire Fetch.ai Tokens to Create the World's First Corporate AI Crypto Treasury
- Jun 12, 2025 at 05:40 am
- Interactive Strength Inc. (Nasdaq: TRNR), a US-listed fitness equipment manufacturer known for its CLMBR and FORME fitness brands, has announced plans to acquire Fetch.ai tokens to create what it claims will be the world's first corporate AI crypto treasury.
-
-
-
-
-
-