llm_finetuning.json

{"byline":"","intro_md":"","items":[{"description":"An introduction to the core ideas and approaches","entity":"bookmark","image_url":"https://substackcdn.com/image/fetch/w_1200,h_600,c_limit,f_jpg,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa534808e-9284-47eb-9b4d-3e3aedc0b5da_1180x842.png","name":"Finetuning Large Language Models","url":"https://magazine.sebastianraschka.com/p/finetuning-large-language-models"},{"description":"Francisco Ingham and Jon Luo are two of the community members leading the change on the SQL integrations. We’re really excited to write this blog post with them going over all the tips and tricks they’ve learned doing so. We’re even more excited to announce that we’","entity":"bookmark","image_url":"https://images.unsplash.com/photo-1532619675605-1ede6c2ed2b0?crop=entropy&cs=tinysrgb&fit=max&fm=jpg&ixid=MnwxMTc3M3wwfDF8c2VhcmNofDJ8fGJ1c2luZXNzJTIwYW5hbHlzdHxlbnwwfHx8fDE2Nzg3MjA1MDY&ixlib=rb-4.0.3&q=80&w=2000","name":"LLMs and SQL","url":"https://blog.langchain.dev/llms-and-sql/"},{"description":"A very common use case for GPT involves question answering with external data.  Wherever you look, people inquire about the best way to do this.  Alongside those inquiries are heated arguments about whether or not fine-tuning is a viable option for this use case.  And, if it is, then why are all of the services that offer question answering on custom data based on retrieval augmented generation rather than fine-tuning?  People like David Shapiro are adamant that fine-tuning cannot be used to rel...","entity":"bookmark","image_url":"https://global.discourse-cdn.com/openai1/original/1X/5359595287f16818a5af20419db97afb0a6eedc7.jpeg","name":"Fine-tuning myths / OpenAI documentation","url":"https://community.openai.com/t/fine-tuning-myths-openai-documentation/133608"},{"description":"Examples and guides for using the OpenAI API. Contribute to openai/openai-cookbook development by creating an account on GitHub.","entity":"bookmark","image_url":"https://opengraph.githubassets.com/a1b2346acb191b7806300599329e96760a9926de81b9ac376b11f91dbcd8dd97/openai/openai-cookbook","name":"openai-cookbook/Question_answering_using_embeddings.ipynb at main · openai/openai-cookbook","url":"https://github.com/openai/openai-cookbook/blob/main/examples/Question_answering_using_embeddings.ipynb"}],"subtitle":"","title":"LLM Fine-tuning"}