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Has anyone pre-trained LLM model from scratch ? If yes then share your experience, things to consider while training, notes, tips etc.
Hi i am also intrested into LLM Model , i am about to start this reserach from next week please give any inputs
Hi i am also intrested into LLM Model , i am about to start this reserach from next week please give any inputs
Hey @Shashank2k3 , if you want your own LLM model, first you need huge data. You can start with fine tuning already available good LLM models like Gemma, Phi, LLAMA, mistral etc with your dataset. Start with small models of sizes like 4 to 7B parameters. For pre-training LLM from scratch you need enormous data, good resources like heavy duty GPUs and CPUs and also have knowledge of training techniques, NLP, etc . You can always brainstorm with ChatGPT to get more knowledge.
Hey @kalashshah19 , thanks for the input! I already have a solid foundation in these areas from my Bachelor's degree in AIML, and now I’m looking to dive deeper into the world of LLMs.