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Llama (Large Language Model Meta AI, formerly stylized as LLaMA) is a family of large language models (LLMs) released by Meta AI starting in February 2023. [2] [3] The latest version is Llama 3.3, released in December 2024. [4] Llama models are trained at different parameter sizes, ranging between 1B and 405B. [5]
Used in Claude chatbot. Has a context window of 200,000 tokens, or ~500 pages. [78] Grok-1 [79] November 2023: xAI: 314 Unknown Unknown: Apache 2.0 Used in Grok chatbot. Grok-1 has a context length of 8,192 tokens and has access to X (Twitter). [80] Gemini 1.0: December 2023: Google DeepMind: Unknown Unknown Unknown: Proprietary Multimodal ...
Mistral AI claims that it is fluent in dozens of languages, including many programming languages. The model has 123 billion parameters and a context length of 128,000 tokens. Its performance in benchmarks is competitive with Llama 3.1 405B, particularly in programming-related tasks. [36] [37]
The model was based on the LLM Llama developed by ... QwQ has a 32,000 token context length and performs better than o1 ... DeepSeek-V3, and Llama-3.1-405B in key ...
The architecture was essentially the same as those of the Llama series. They used the pre-norm decoder-only Transformer with RMSNorm as the normalization, SwiGLU in the feedforward layers, rotary positional embedding (RoPE), and grouped-query attention (GQA). Both had vocabulary size 102,400 (byte-level BPE) and context length of
The largest models, such as Google's Gemini 1.5, presented in February 2024, can have a context window sized up to 1 million (context window of 10 million was also "successfully tested"). [45] Other models with large context windows includes Anthropic's Claude 2.1, with a context window of up to 200k tokens. [ 46 ]
llama.cpp is an open source software library that performs inference on various large language models such as Llama. [3] It is co-developed alongside the GGML project, a general-purpose tensor library.
Claude is a family of large language models developed by Anthropic. [1] [2] The first model was released in March 2023.The Claude 3 family, released in March 2024, consists of three models: Haiku optimized for speed, Sonnet balancing capabilities and performance, and Opus designed for complex reasoning tasks.