A well-trained of the causes of new samples planned to have a signposts

French Ai from Discussion created the waves at the end of last year and The setting of a well-trained area 1.0 of a small family – Between the first and only day-to-date “open” open “open, then, that, the data clearly written as human government, open, or empty.

Now the company has Announced the release Of two open-shaped tights that are designed for a restored generation (rags), the structure, and products.

Starting includes two types of Core – 350m-350m-1b-1b – everyone else is also available in the CPU-Off of the GGGEF, and make up to four setting.

All of them adopt 1.0 requests, and can only be used to be used with other llms that will allow or plan to give up. All seems to be found in the Apache Apache Apache 2.0 Authorization, meaning with Assessment that organizations will take, update and sell a case of use.

Comments, when you remember, that’s the most useful method of which businesses and institutions will send it to return to AI older’s greatest AI (llm) as Tsetai’s GPT-4O, Google Google’s Google 2.5, Anthropic’s Claudet 3.7 probably Agreement Agreement-AOr open other ways as a Llama 4 and Duardeeek V3 to an external metal, such as the past to the past.

This is important for the businesses that want to make the codes and aii programs that describe the product list (a long way) used and secure).

A family defeated by Rags and effort to reduce the difference between accuracy and efficiency in small quarters.

These particulars were truly addicted to businesses, developed, and researchers who look at other inexpensive alternatives of the main language of the larger language without ignoring, vulnerability, or tunnel.

The purpose of the user

“The main purpose has been a problem of workouts in Europe. A fixed agency has a GPUS (probably)

“The bells have passed on a year, but they often have ‘mini-dont’ and we have seen a large dot of languages ​​in the language. So we are satisfied to beat our intentions:

• Another way to switch the 7-8b version of Rags even on CPU and other information.
• Authentication of verifications is coming with the help.
• The preservation of European languages. “

However, for example, examples open under users

Looking down, statements, and true

The most important part of the new species of theology is their help with a verbal verb, which is completely included in the form of the species.

In contrast to the process of delivery of Post-HC profile or pipes, the following types of beggles – RAGs are in direct access to, using syntax with a Wikipedia.

This method allows the shorter, compatible calculations will block evidence.

A long-term growth of work working in the order of enabled.

For medical groups, legal, and money – when making decision to be written and do not do well – processed methods provides a solution. Choosing the structure of the structure as the most important, combination with additional additional explanations specified.

Proto sodic?

Terms of experiments are described as “Proto-Support” – can be correctly, say it if the minor or difficulty, or select the changes of the source.

Their output that includes the identity of the language, asking and falsely reporting, as well as the answer.

Even if they are slightly less (Rag-350ms has 350 million parts) only the samples associated with larger, agents.

According to these interests, stem from the middle conference that combines with a concentration generation.

A 350m requests are clearly made of illegally forced spaces. It works well on CPU CPU, including cellular cycles.

According to the internal Benchmarks, the unstable GGGEF color produces due to 20 seconds on 8GB Ram Rems. His little feet put in niche and a few competitors, such as QWen-0.5 and Slolld, but it is the most powerful guarantee of sources.

To do a competition through the work with languages

In Benmark Reviews, Rag-350m requests with many 4 billion strategies, including Llama-3.1-7b, 2-5b, 2,5b, 2.5b,

This Rag BegnMars tests the capacity to think of a lot of thinking and discernment of disturbances – used in an Encherprise.

Power ‘power of samples spread on many pictures. By translating accessories in French, German, Spanish, and Italian, interesting colors indicate a decrease in performance.

This will distinguish them with other Sloms, which are most likely to face 10-35% when using the questions that are not English.

The treatment of different languages ​​results from cautiously to a schedule to a sign and a grammar. The colors never identified the user’s language but the intention to answer one language.

In addition, Doria focused on how the sample can use to control some of the currently existing business activities available in the past

“We see the colors to be used in the surrounding places, especially since their brightest value.… “

Open to access and retain permission

According to Doria and the articles paper Training to train the members of the Legin, the nations was taught: “The most popular corpus to make Rag courses settled (one million from there). We used (Google) Gemma Top Agents Acceptance / Refund.”

All these colors are released under the top 2 of the password, allowing a trade’s use and attached to larger systems.

Recipulated with relevant to combinations in combinations of hunting, training equipment, and users users. The company also offers the API’s library to make it easy to make the form of creative design.

The release of the colors is one part of the main push and llms like a contradiction, instead of equal to matching items.

By renovations of external memory and systemic memory, a list of stomachs of stomachs also provide a specified, authenticated way to many Opsaque.

Love in the future

Looking forward, worshiping the original requests through tall titles, a strong search, and appearance of humanity to be eligible.

Learning to emphasize it, especially in groups such as correct size, which the Shorry determines can measure algorimersally.

We know also helps effectively with friends such as Wikiimia founding united basis using reliable sources used.

Eventually, using a long time, types and formation of the intended AI Ai-Poral Training is trained and sent, which includes, which includes Rags and agents. As Doria came from Netralrerette through DM:

“A long time, my authentication is where the speakers of speech and colors are distracted by agents. We have begun to move this direction: that’s why naturally has a lot of items discharged at the moment that has been released to fill the nouns (renewed, etcha.). Obviously we want to make progress and combine the powers and a source of directly necessary. My determination is to appear to be ending in the way that only has the colors associated with colors that can control their decorations.“

With the points of ask-350m and 1b, the company produces small varieties – while associated with a smart skills, especially in many problems and smaller.