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It was a little more than a month since Chinese Ai Startpuit, an offshoot of Hong Kong-based high herdata, releases the Last version of his hit open source mode deed deewek, R1-0528.
Like his forefathers, duty-ride-r1 – what Has the AI in Global business shops What photo card and develops it stable testing and its ever been large, all of other permission 2. License and refornds.
This week, the 24-year-old German company TN technology Consulting GMMh free released So Adaptation: DEEPSEEK-TN R1T2 ChimeraThe last model in their chimra large language model (lllm) family. R1T2 provides a notable boost and efficiency and speed, the scoring 90% of R1-05288888 Benchmnmmark scoresWhile you generate answers Less than 40% of R1-0528’s Output Token CountIn the.
That means it produces stronger responses, overdue directly and faster inference and lower computersIn the. Present as soon as sit like R1-0528 on AI Code Duting Commission from Decléat Is Out In January; the normal r1)
Already, the answer has been incredible positives of AI developer community. “Damn! Deepsek R1t2 – 200% faster than R1-0528 & 20% faster than” VB) Sriitaactav (VB) Sriita on xIn the. “Essentially better than R1 on GPQA & Aime 24, over the gathering of experts with DS v3, R1 & R1 & R1 & R1-0528 – and it is not opmit:
This gain is possible by the assembly-of the Tiggy-of experts (AOE) Method to merge a technique to merge the outside parameters (internal paramets) of multiple Paper released in May On ARXIV, the non-peer checks access online journal.
A successor for the original R1t Chimera, Re1t2 puts a new “Tri-head” Configuration, the three parental models: Deedseek-R1-0528, V1-0328828. The result is a model
R1T2 is constructed without further finest-tuning or retirement. I tell a do not state of trendy strength of R1-05288, the structure of R1-0528, the structure of r1, instructed ordnamental production.
Such as assembly-of-experts (aoe) distinct from the mixture-of-experts (moe)
Mixture experts (mo inside) is an archysists design in which different components, or “experts (1 to elicit a pretend of furrying composure – as well as inquiping the site.
Meeting of the experts (AOE) is a fashional technique, no architecture. It is used to create a new model from multorred preparted mesinate models by intervopet the weight dismissions.
The “experts” and ae refers to the model components, that are merged – typically the timed expert tender tenders within non-dyashell.
Out of environmental of the AOVER SUPPORTS COUNTRYING THE EXGRYS LOCKED and the attention arises. This approach allows the resulting chimima models to inherit the power to inherit the power without the proposal of the strengths of the strengths of the most powerful parental models.
Performance and Speed: What the benchmarks are actually showing
According to the benchmark comparisons of TGN, R1t2 reaches between 90% and 92% From the reasoning of the performance of its most intelligent parent, the deepest-R15288, as range of AIMIs-25, Aimqa-andpqa-25 years-dilated.
However, as well as always designed to be many more precise. It provides similar intelligent responses while using essential fewer words.
Instead of focusing on Raw processing time or tokens-per second, TNG measures “speed” in terms of Exit token count per answer – a practical proxy for both cost and lenses. According to Benchmarks shared by TNG, R1T2 generated responses with about 40% of the tokens required by R1-0528.
That translates to a 60% reduction in exit lengthWhat immediately disclosures times and can be able to order the answers, the answers of 2x, or 200%.
If compared to the original deedeek-R1, R1T2 is also around 20% more precisely on averageTo offer sensible profits and efficiency for highly dispute or cost sensitive despatches.
This efficiency doesn’t come to the cost of intelligence. As shown in the admiration cards presented in the technical paper, R1t2 sit in a desirable zone on the intelligence vsputputput. It conserves reasons of reasons of grasping verbs and spending critical for enterprise appliance, where the integrity can press, and charge all the or support every Practical.
Deployment considerations and availability
The R12 is posed
TNG notes that while the model is approved for common justification tasks, there is not about reclaimity, because of the limitations, due to the limits of his bugs to be experiencing. These can be addressed in future updates.
Jopon Payen available in July must be positive to its mines by Euge and is posted only positive that has the 22, 2025.
Excelly operated in the EU should review relevant provisions or any model that requires that date if requirements are not met.
But yet that the companies in our company and set up all of the UBE of in the same user, or which of other countries are not Nangon’s Subject to the EU’s Terms and Conditions of EU and AC, which should they give considerable flexibility when you are used for this free in free square model. If they are user users in the EU service, some Provisions of the EU ACT will still be applyingIn the.
TNG has already made before the chplegerra variations through platimating such as odds thankings, where they are millions of mickets from token. The release of R1T2 represents a further evolution in this public availability effort.
About tgn technology Consulting GMMH
Founded in January 2001, TN technology consulting GMBH Becomes airable downright downly, Germany, Germany, and hugged over 900 people, weighing people, withms high concentration of AdWes specialists.
The company shows on the same treatic construction, artistic, and transfer authorization, productever, products, autriteings, best.
TNG works as values-based consulting partnership. The unique structure, dress in the new research and self-ratio compiling tips for technical innovation.
One must need to active and peel our residence, as well, as RFV2 and the direct part of its permations of their gaming.
What it means for enterprise technical decision-house
For coto, ai platform surplusts frames, and it prohibited teams, R1T2, r1t2 for stratty options and strategies and doctor.
- Low inference charges: With more progress, runing PPF JPUO JPU JPU JudU and) transmitting directly on infrastructure, an most importantly of high successor.
- Highly reasoning quality without overpowering: It preserves a lot of the reasoning power of top-tier models like R1-0528888, but without her long winds. Everything is ideal for rolling wages (maths, addressing, the principalism.
- Open and modifiable: The MyKal Employment Allow Eallol Control and Customization and Customization and Private Hosting, Model alignment or further equipment or further triggered.
- Arises modularity: The Aoer approach supposed a future where the models are modulated, the addipes to givinate specialized varies from an existing models, instead of the screw.
- Caveats: Reviews about charged with working, removal, occasion or advanced agennager who can use chemazate in Luxembourg.
Tul has experience care of work, in all-the models, the models, test its feedd. The R1T2 Chimera is available Huggingface.co/tngtech/depeneekk-tng-r1t2-chimeaand technical opening children can be right Research@tnigntech.comIn the.
For technical background and benchmark methodology, tgn’s research paper is available ARXIV: 250.14794In the.
