Mistral7b Complete Guide on Colab
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The performance of Mistral 7B
The performance of Mistral 7B surpasses that of Llama 2 13B across all criteria and is comparable to Llama 34B. It should be noted that the results reported for Llama 34B are based on the absence of a released Llama 2 34B model. Furthermore, it exhibits significant superiority in terms of code quality and logical analysis benchmarks.
An LLM that is open source provides a level of transparency with respect to its operational mechanisms, architectural design, training data, and methodology, as well as its utilisation. Moreover, the efficient optimisation of an open-source LLM like Mistral-7B has the potential to decrease latency and enhance performance.
We are covering the following technologies in this video:
1. The Lang-Chain framework and integration with Mistral-7B-Instruct.
2. Retrieval Augmented Generation (RAG) with Mistral-7B-Instruct and Chroma DB.
3. GGUF format for commodity hardware (Running on CPU).
An LLM that is open source provides a level of transparency with respect to its operational mechanisms, architectural design, training data, and methodology, as well as its utilisation. Moreover, the efficient optimisation of an open-source LLM like Mistral-7B has the potential to decrease latency and enhance performance.
We are covering the following technologies in this video:
1. The Lang-Chain framework and integration with Mistral-7B-Instruct.
2. Retrieval Augmented Generation (RAG) with Mistral-7B-Instruct and Chroma DB.
3. GGUF format for commodity hardware (Running on CPU).
10 ماه پیش
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