Open source software library / LLM (Large Language Model) / LLaMA

LLaMA Large language model

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LLaMA is participating 2021 OSC China Open Source Project Selection , please vote for it!
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2021 OSC China Open Source Project Selection It is in hot progress. Come and vote for your favorite open source project!
2021 OSC China Open Source Project Selection>>> Midfield Review
LLaMA won the 2021 OSC China Open Source Project Selection "The Best Popularity Project" !
Authorization Agreement GPL
development language Python View source code »
operating system Cross platform
Software type Open source software
Classification Neural network/artificial intelligence 、 LLM (Large Language Model)
Open source organizations Facebook
region Unknown
deliverer game
intended for unknown
Recording time 2023-03-31
Software Home Page
Software documentation
Official download
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Software Introduction

The full name of the LLaMA language model is "Large Language Model Meta AI". It is a new large language model (LLM) of Meta. It is a model series, which is divided according to the parameter scale (including 7 billion, 13 billion, 33 billion and 65 billion parameters).

It is worth noting that LaMA-13B (a model with 13 billion parameters), although its model parameters are more than ten times less than OpenAI's GPT-3 (175 billion parameters), can actually surpass GPT-3 in performance. The smaller model also means that developers can run AI assistants like ChatGPT locally on PCs, even smartphones and other devices, without relying on large-scale facilities such as data centers.

At present, a compact version of LLaMA can be used in GitHub Meta has no plan to publish the complete model and weight. Meta provides a Registration page , interested developers can apply for registration to obtain complete code and weight.

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
04/19 14:03

Open source big model Llama3 was released, and Baidu Smart Cloud supports its full range of training reasoning

In the early morning of April 19, Beijing time, Meta officially released the multi-mode open source big model Llama 3, including the big model with 8B and 70B parameters, which is officially known as the most powerful open source big model ever. At noon on April 19, after Meta launched Llama 3, Baidu Intelligent Cloud Qianfan Big Model Platform announced that it was the first in China to launch a training and reasoning scheme for the full series of Llama 3 versions, which is convenient for developers to retrain and build a dedicated big model. Now it is open for invitation testing. It is said that ModelBuilder, a customization tool for various size models in Baidu Intelligent Cloud Qianfan large model platform, has preset the most comprehensive and abundant large models, supporting the

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
04/15 14:31

Opera supports local LLM, and self built services can be achieved by downloading large models locally

Opera recently announced that it will add experimental support for 150 local LLM models in the Opera One browser on the developer channel. The supporting models include: Meta's Llama Vicuna Google's Gemma Mistral AI's Mistral uses the local large language model, which means that the user's data is saved on the local device without sending the information to the server. Opera is testing this new set of local LLMs in Opera One's developer channel. Local LLM usually requires 2-10 GB of local storage space for each model, and then local LLM will be used to replace Opera's AI Aria

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
04/09 11:42

Meta will release two small models of Llama 3 next week

According to The Information, Meta plans to launch two small Llama 3 models next week to warm up the official version of the Llama 3 model to be released this summer. Meta believes that the release of these two small models will help stimulate people's interest in the Llama 3 model. Meta hopes that Llama 3 can catch up with OpenAI's GPT-4, which can answer questions based on the pictures uploaded to the chat robot by users. The official version of Llama 3 will support multimodality, and it will be able to understand and generate text and images. In contrast, the two minicomputers released next week will not have multimodal functions. Generally speaking, smaller

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
02/29 16:37

Meta plans to release Llama 3 in July

According to The Information, Meta plans to release the latest version of the big language model - Llama 3 in July. An employee of Meta said that since researchers have not yet started to fine tune the model, the company has not yet decided whether Llama 3 is multi-modal. Meta employees also said that Llama 3 may have more than 140 billion parameters at most, compared with 70 billion parameters of Llama 2 released last July. The larger the number of parameters, the more accurate the results that the model can provide, but smaller models may have more advantages in processing speed. Llama 3 is being independent by Meta

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
01/27 10:53

Google cooperates with Hugging Face to help developers train AI models

According to The Verge, Google Cloud has established a new partnership with the AI model hosting platform Hugging Face, allowing developers to build, train and deploy AI models without paying Google Cloud subscription fees. Now, external developers using the Hugging Face platform will be able to "cost effectively" access Google's tensor processing unit (TPU) and GPU supercomputers, including thousands of Nvidia's popular and export restricted H100. Hugging Face is a popular AI model hosting platform, which stores a large number of open source basic models, such as Meta's Llama

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Published information
01/19 10:39

Zuckerberg: Meta is fully developing open source AGI (general artificial intelligence)

Zuckerberg released a video on Instagram today, saying that Meta is developing open source general artificial intelligence (AGI). In order to achieve this goal, the company is integrating its two AI research teams, FAIR and GenAI, more closely to build a complete general AI and open source as much as possible. via https://www.instagram.com/reel/C2QARHJR1sZ/ Zuckerberg said: "Our long-term vision is to develop general artificial intelligence, and open source in a responsible way, so that everyone can benefit widely." He said in the video: "We clearly understand that the demand for next-generation services is to build

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Published information
2023/10/13 15:51

M2 Ultra can run 128 Llama2-7B streams in parallel

Llama.cpp is an open source project for LLaMA model reasoning implemented by developer Georgi Gerganov in pure C/C++code. The so-called reasoning is the model running process of "giving input running model getting output". Recently, Georgi Gerganov ran a series of tests with the Apple M2 Ultra processor, including running 128 Llama 27B streams in parallel. The specific results are as follows: via https://github.com/ggerganov/llama.cpp/pull/3228 For the performance of M2 Ultra, someone explained that the speed of M2 Ultra or M1 and M2 series CPU

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
2023/09/21 14:59

Sequoia Capital: generative AI enters the second stage

Sequoia Capital released a report summarizing the rapid development of generative AI this year and discussing the development trend and market performance of generative AI. A year ago, they released a forecast. A year later, Sequoia summed up the previous forecast and found the correct and wrong part of their forecast: the wrong part: 1. Things are developing very fast. They thought it would take nearly ten years to achieve intern level code generation, Hollywood quality video or human voice that does not sound like a machine. But the reality is that the speed of technological development has exceeded their expectations. 2. Bottleneck of the supply side. They did not foresee that user needs would

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
2023/09/15 18:30

Musk, Bill Gates, Zuckerberg and Huang Renxun get together

Executives and celebrities in the technology industry, such as Elon Musk, Bill Gates and Mark Zuckerberg, attended a closed door meeting on Wednesday and debated with more than 60 US senators on various possibilities and risks of AI. It is reported that senators are considering regulating AI technology through legislation. Musk warned that AI could threaten human beings. Gates pointed out that AI may help solve the problem of global hunger. Tristan Harris, head of Center for Humane Technology, a non-profit organization, warned that open source AI systems would be abused, such as Llama

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game
game
Published information
2023/09/11 15:45

Meta is building a new open source model, with better performance than Llama 2 and GPT-4

According to the report of Silicon angle, Meta is seeking to compete with OpenAI in the field of generative AI, and will release a new large open source model whose performance may be comparable to GPT-4. It is reported that this new model is several times more powerful than Llama 2 and will provide functions such as text, image generation and analysis. At present, the model is under development, and the final function is still uncertain. Meta's ultimate goal is to accelerate the development of the next generation of generative AI models, so that they can generate more human like expressions. For a long time, Meta has been using open source methods to disclose its large model products, which is the most well-known in the industry

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
2023/09/11 15:06

Yandex, a Russian technology giant, created a large model YandexGPT, saying its performance is better than ChatGPT

According to the Russian media Russia Today, the local technology giant Yandex said in an interview that its large model YandexGPT has better performance and broader prospects than ChatGPT. Dmitry Masyuk, director of Yandex's search and advertising technology business department, said that Yandex GPT's performance in generating Russian content has been able to "steadily surpass" ChatGPT version 3.5, and even in many cases provide better answers than ChatGPT 4.0. He also said that it would be "just a matter of time" for YandexGPT to compete with its US counterpart. Llama-2 -

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Seanuts of Pineapple
Seanuts of Pineapple
Published information
2023/07/31 11:33

The cost of using AI big model in different languages is different: English is the cheapest, and Chinese is twice the cost of English

A picture released by the Twitter user Dylan Patel (@ dylan522p) shows that the cost of using different languages for big language models varies greatly. This user showed a piece of research results from Oxford University. According to the research on GPT-4 and other common big language models, because of the server cost measurement and billing method adopted by OpenAI and other services, the cost of English input and output is much lower than that of other languages. The cost of simplified Chinese is about twice that of English, Spanish is 1.5 times that of English, and the Shan language in Myanmar is 15 times that of English. According to the research of Oxford University, let an LLM deal with a sentence

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game
game
Published information
2023/07/26 10:36

OpenBuddy releases a new generation of cross language dialogue model based on Llama 2, which is open source and commercially available

OpenBuddy LLaMA2-13B is a new cross language dialogue model based on Llama 2. Llama 2 is the latest model base released by Meta. Its data is more sufficient than that of the previous generation model, and it supports the commercial use of monthly live products below 700 million yuan. This means that more companies and teams can use this model for commercial development and promote the popularization and innovation of various applications. However, as in the previous version, Llama 2 still has some limitations: the LLaMA model base is mainly based on English training data, and cross language scenario applications are not considered. The model itself performs well in English, but in Chinese and other non English languages

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Published information
2023/07/19 10:57

Meta amplification: release the open source big language model Llama 2, which can be commercially used for free

Meta has worked closely with Microsoft to officially launch the next generation open source big language model Llama 2, and announced that it will be provided for research and commercial use for free. Llama 2 paper address: Llama 2: Open Foundation and Fine Tuned Chat Models It is reported that compared with Llama 1, Llama 2 has 40% more training data, and its context length is twice that of Llama 1. It also uses the grouping query attention mechanism. Specifically, the Llama 2 pre training model is trained on 2 trillion tokens, and the fine-tuning Chat model is trained on 1 million human tag data. Meta said that Llama 2 was promising

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Published information
2023/07/13 19:26

Meta will release commercial version of LLaMA

According to the Financial Times, Meta plans to release a commercial version of its artificial intelligence model LLaMA, allowing start-ups and enterprises to build customized software based on this technology. This will enable Meta to compete with Microsoft supported OpenAI and Google. Earlier this year, Meta released its own large language model LLaMA for researchers and scholars. Its parameter scale ranges from 7 billion to 65 billion (including 7B, 13B, 33B and 65B parameters). One of the advantages of this model is that it can run on a single video card. Three insiders said that the new commercial version will be more widely available to enterprises

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Boiled water without sugar
Boiled water without sugar
Published information
2023/06/08 08:42

The US senator sent a letter to Zuckerberg on the leak of LLaMA model

Richard Blumenthal, Chairman of the Privacy, Technology and Law Subcommittee of the United States Senate, and Josh Hawley, Vice Chairman, recently sent a letter to Mark Zuckerberg, raising questions about the disclosure of Meta's big language model LLaMA. They are worried that the model may be abused for spam, fraud, malware, privacy violations, harassment and other illegal acts, thus causing harm. Therefore, the letter asked Meta how to assess the risks before releasing LLaMA, what measures have been taken to prevent the model from being abused, and how to update the policy according to its unrestricted availability

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Published information
2023/04/12 08:28

The leaked big language model LLaMA encourages a series of open source alternatives to ChatGPT

The friction between open source and API based distribution is an extremely urgent contradiction in the generative AI ecosystem. For example, in the field of text to image, the release of Stable Diffusion clearly shows that open source is a feasible distribution mechanism for the basic model. However, this is not the case in the field of large language models (LLM). The biggest breakthrough in this field comes from GPT-4, Claude, Cohere and other models, which can only be obtained through API. And the open source alternatives to these models do not show the same level of performance, especially in their ability to follow human directives. However, an unexpected research breakthrough and leakage of the model

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Popular comments of the whole site

Happy LeapFrog
Happy LeapFrog 2024-05-18 09:18
But the question is: "What's the use of this for ordinary Android users?" Now the answer seems to be: "Almost nothing.".
Brother Mark, it's me
Brother Mark, it's me 2024-06-28 23:16
Where is the automatic certificate update now? Download and replace every time?
Chief taxi captain
Chief taxi captain 2024-05-17 11:17
I suggest that 360 open source all its products, and then become the leading enterprise in the domestic open source industry through open source, leading everyone to compete with foreign enterprises
Francesca
Francesca 2024-05-19 18:00
Wine runs the Android emulator of Windows. Chrome OS is installed in the Android emulator. Linux environment is installed in chrome OS. Linux environment is installed in the Linux environment. Wine is installed in the Android emulator
Longki
Longki 2024-06-28 15:07
Because we have a choice at present, we are gossiping here, the international situation is changing, and we may be blocked like Russia every minute. How can we do without our own things.
Small
Pony lane 2024-06-28 16:02
It's too streamlined
c
crystalsis 2024-06-18 15:06
The comment area is very interesting. What's the difference between writing kernel panic in white on a black background and writing it in white on a blue background? It's also "epic retrogression"
xiaoqibabby
xiaoqibabby 2024-05-15 17:36
The bank is strongly required to be responsible for
Ai East
Ai East 2024-06-28 20:38
More and more perfect This is a real ORM framework!!!
Flat wave
Flat wave 2024-06-28 21:01
Who is his own? Does he treat you as his own? It's just leek
Leibniz gnaws apples
Leibniz gnaws apples 2024-06-28 14:44
Basic functions, such as formatting SQL, cannot be used
sunday12345
sunday12345 2024-05-15 18:31
What does the bank do? It's blamed on the remote desktop. Persimmons really pick up soft pinches~?
Ai East
Ai East 2024-06-29 16:02
The easy-to-use ORM framework mybatis-mp 1.5.9-rc3 was officially released
_____Lex
_____Lex 2024-06-28 14:59
It's really a compact version! Even formatted sql needs enterprise edition, let alone exporting excel. The structure is compared
z
zhuzhua 2024-05-21 10:08
I'm laughing to death. Those who have been deeply kidnapped dare not pay? Who will use the domestic open source framework of small companies in the future will be 213!!! Wait for harvesting later
xiaoshu666
xiaoshu666 2024-06-29 15:51
Now all shopping websites need to log in, right? It used to be possible not to log in to search for goods, but now it seems that it is no longer possible. You can't log in if you don't log in
Single structure
Single structure 2024-05-11 10:09
Selected as Open Source China's disgrace pillar
xmqtt
xmqtt 2024-06-28 13:17
Is it free for commercial use
Si
Stephen 421 2024-06-12 10:37
If I write a script that allows AI to generate images according to various keywords 24 hours a day, I can sit at home and wait to collect money
RustDesk
RustDesk 2024-06-28 12:58
We should continue to communicate with them
osc_566335
osc_566335 2024-05-30 14:12
Sure enough, there are a lot of low-end farmers. In the era of localization, they haven't even played with the domestic ecosystem. Although things are not so good, you should spray on the idea. Don't show your ignorance and make people laugh.
Old Goodall
Old Goodall 2024-06-28 15:27
It is hoped that the compact version will remove the modeling function and only provide basic management functions, such as SQL formatting, structure comparison, and various exports.
monkey_cici
monkey_cici 2024-05-09 00:25
My I9 CPU, 64GB memory module and 3080Ti computer are inferior to the top configuration of 19999 on a tablet
Francesca
Francesca 2024-06-15 15:56
Isn't this still six fingers
Ma Nong Little Fatty Brother
Ma Nong Little Fatty Brother 2024-05-16 14:40
I give you six seconds. I give you six moves with the same effect in the martial arts contest, which shows the invincibility and confidence of the master
Whisper the wind over the horizon
Whisper the wind over the horizon 2024-05-20 13:19
I also despise this kind of behavior, but what kind of brain circuit does it take to rise to the national level?
You can also use coupons to buy a house
You can also use coupons to buy a house 2024-06-28 15:53
As long as it can be sewn well, it is immortal, like a science geek. Hahaha
wei2011
wei2011 2024-06-29 08:53
Many languages support multiple return values, including python, javascript, trust, swift, and C #
Shazi199
Shazi199 2024-06-28 19:36
It's still heidisiql
kangaroo
kangaroo 2024-06-22 19:13
The document is an excellent case of language integration practice from the perspective of specifications, but the designer still seems to be a bit pretentious and has made some "innovations", such as func/foreign/->/prop/mut/Run/<:/, Except for the assignment operator, any compound operator is unacceptable and should be avoided as far as possible; In some aspects, the consistency is not rigorous. For example, when functions are used as parameters and return types, they are inconsistent with the standard definitions, and for example, the definitions of anonymous functions (Lambda) are inconsistent, which increases the difficulty of code reading and understanding; It is a bad idea to use the C language address symbol (&) as a spacer for interface inheritance, because it is inconvenient to enter this symbol on the keyboard and requires double keys to enter it; Nothing/Option/Any seems to be taken from TypeScript, which is a kind of null like detection mechanism after all. How about combining one? The syntax style of type followed and separated by colon (:) belongs to Pascal/Go style. This style is more convenient to implement lexical analyzer and generate syntax tree, which is conducive to subsequent processing; I hope that a new language will emerge. It should be based on the style of C language, boldly absorb the excellent practice of the new generation language (grammar sugar), keep the language specification as simple and consistent as possible, but keep the semantics and extensibility open; Cangjie language has made great exploration and practice for the development of new languages, and the expectations after implementation are also very good, making a good start; With the power of example, I believe that the Chinese community is more likely to produce such a language;
Qin Liming
Qin Liming 2024-05-11 09:12
be devoid of any sense of shame
Li Yinghui
Li Yinghui 2024-05-09 16:40
Buddhism has a good word, evil opinion. In dealing with the world, it is meaningless to draw conclusions from preset positions; It is also important to receive good logic training.
fastfail
fastfail 2024-06-29 08:19
that's OK
One code Yma
One code Yma 2024-05-09 09:58
Recently, I often go to interviews. People who hate Ali background most regard me as a fool, even though I am a fool
day
Tianxin 8206 2024-06-28 16:45
Make use of it. After all, it's much better than using pirated copies
fair-weather friends
fair-weather friends 2024-06-28 17:10
Accurate knife technique, backup, export to excel and format are all under your control. The good news is that there is no need to crack on the server
infoworld
infoworld 2024-05-11 15:12
Universities should use open source free software instead of commercial ones. In this way, hands and feet will not be tied technically.
g
gamedot 2024-05-17 11:14
Old Zhou is deeply concerned about Huawei's great cause of open source. He is not a Huawei person, but has Huawei's soul.
Yeah, for
Yeah, for 2024-05-17 13:42
That's too right. Old Zhou can't control Google, but he can control 360. Do not do to others what you do not want. All 360 products should be opened first.
z
zhy 2024-05-16 13:16
At the end of Shannon is Nong
Youyouzi with Tomatoes
Youyouzi with Tomatoes 2024-05-30 16:53
There are off the shelf open source products available. Do I need a garbage to keep the bottom?
T-type human
T-type human 2024-06-28 20:52
Similar to Kotlin for Java in Android and Swift for OC in iOS. It is not necessarily substitution, but long-term coexistence.
Yoona520
Yoona520 2024-05-17 16:34
Zhou Hongyi is now living more and more like a clown. If he stays behind the scenes, he has to become an online celebrity. Can you learn from Lei Jun?
RustDesk
RustDesk 2024-06-28 12:59
It is solved in the new version of testlight
Qingyang Longye
Qingyang Longye 2024-06-29 07:14
This function has been studied before, but cannot be implemented due to compatibility problems. The research will continue in the future.
Monkeys think of apes
Monkeys think of apes 2024-05-31 18:31
You can cheat your brother. Just don't cheat yourself
j
jayson888 2024-06-28 15:49
I support Cangjie language, and development needs everyone's support
bhzhu203
bhzhu203 2024-06-18 15:36
This is very useful. After the graphical interface server core, Panic, the graphical interface is stuck and cannot be moved. If there is no valid information, you can output specific error information with a blue screen
kakai
kakai 2024-05-10 10:21
The world only knows that Android was created by Google. Several people know that Android is only a product acquired by Google. Similarly, what is the problem with Huawei's contribution to the collection of OGG open source work and integration into its own proprietary product line?
Intermarch
Intermarch 2024-05-30 13:42
800 million yuan was used for the database industry base of Damon China, and 603 million yuan was used for the construction project of Damon Research Institute. It raised 2.351 billion yuan and 1.403 billion yuan for infrastructure construction. six hundred and sixty-six
wei2011
wei2011 2024-06-28 14:30
I am also using Fast Spark. I have tried to compare it with Wenxin Yiyan before. I feel that the performance of Spark is OK
Bright
Bright 2024-05-19 23:25
What a fool! I killed myself. How can people deal with me later.
G
GDWhisperer 2024-05-15 17:23
I transferred tens of thousands of yuan to my own account, which was under risk control. How did I do this? The bank should be responsible for this 😂
xiaoshu666
xiaoshu666 2024-06-29 15:41
Did you install 360 products yourself?
Xiao Xu Middle aged
Xiao Xu Middle aged 2024-06-29 21:34
fabulous
swingcoder
swingcoder 2024-06-29 09:56
UI unchanged for a century
k
kylexy 2024-06-28 12:50
Finally, we can stop piracy
CCDDDAAA
CCDDDAAA 2024-06-29 09:21
chicken ribs
You can also use coupons to buy a house
You can also use coupons to buy a house 2024-06-28 15:52
It seems that it can be compiled into an exe file
Heaven is no better than home
Heaven is no better than home 2024-06-28 13:25
Sewing is not important. Performance and efficiency are important. Application scenario ecology

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