Tag: Llama 2
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LLaMA Code Assistant
Coding assistants have revolutionized how developers work globally, offering a unique blend of convenience and efficiency. However, a common limitation has been their reliance on an internet connection, posing a challenge in scenarios like flights or areas without internet access. Enter an innovative solution that addresses this issue head-on: the ability to utilize a coding…
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CodeLlama 70B
CodeLlama-70B-Instruct achieves 67.8 on HumanEval, making it one of the highest performing open models available today. CodeLlama-70B is the most performant base for fine-tuning code generation models and we’re excited for the community to build on this work. Code Llama 70B models are available under the same license as Llama 2 and previous Code Llama…
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Evaluate RAG with LlamaIndex
In this notebook we will look into building an RAG pipeline and evaluating it with LlamaIndex. It has following 3 sections. Retrieval Augmented Generation (RAG) LLMs are trained on vast datasets, but these will not include your specific data. Retrieval-Augmented Generation (RAG) addresses this by dynamically incorporating your data during the generation process. This is…