Rlhf jobs
...developing large language models and implementing advanced techniques such as retrieval-augmented generation and reinforcement learning from human feedback. The main goal of this project is to create a sophisticated conversational AI and content generation tool. The scope of the work is to develop an LLM application using an open-LLM integrated with a Reinforcement Learning from Human Feedback (RLHF) mechanism to improve performance. The expected level of implementation is that one of a to Minimum Value Product. Since the LLM must be specialized on a specific industrial sector, it is necessary that it is trained on a set of additional documentation, for example using a RAG (Retrieval-Augmented Generation) mechanism. Consider that I have approximately 10,000 documents in pdf and...
1. Hi, I'm looking for a Ph.D. level (or equivalent) person with an understanding of math, AI, or ML. It would be great if we could read AI, ML, diffusion, RLHF, and reinforcement learning related academic papers together during [Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions]. 2. Another important thing is that I would like to have the meeting at 7pm EST. If you are from Europe or Pakistan, that time may NOT work for you. We will have a [Removed by Freelancer.com Admin for offsiting - please see Section 13 of our Terms and Conditions] chat for two hours on weekdays, for example. 3. If you read until here, please include links to some papers that you wrote in the related fields. Please include the link in the first sentence ...
I am looking for a skilled developer to create an LLM-based recommendation engine. The ideal candidate should have experience in generative AI and be able to implement a real-time LLM based recommendation system to generate personalized shopping feeds ba...recommendation system to generate personalized shopping feeds based on a given user's profile. The specific requirements for this project include: 1. Evaluate and select an appropriate LLM model to deploy as the foundation model for our recommendation system 2. Deploy the selected model into production to generate recommendation feed 3. Create a workflow for fine-tuning / improving the model outputs using RLHF techniques The task is very urgent and we require someone with the bandwidth to focus on a rapid deployment of an...
...experience are up-to-date to minimise the risk of this project going wrong or taking more time than it should. * Scope * 1. Guide the CEO how to fine-tune LLMs Work with us step-by-step on live video calls with screen sharing throughout the process. Educate us on what you've learned so far and guide on us what is good/not good based on our needs We will try three different ways: PEFT + LoRA QUORA RLHF 2. Help us understand how to prep our own datasets to enable fine-tuning 3. Provide training and video walkthroughs of any areas that we cannot cover on the live calls together (where requested) * Out of Scope 1. Any development work - we have the solutions already 2. Documentations - unless you are being proactive in providing exceptional value * Expected timeline: 1...
...salga mal o tome más tiempo del necesario. * Alcance * 1. Guíe al CEO sobre cómo ajustar finamente LLMs. Trabaje con nosotros paso a paso en llamadas de video en vivo con uso compartido de pantalla durante todo el proceso. Eduque sobre lo que ha aprendido hasta ahora y guíenos sobre lo que es bueno/no es bueno según nuestras necesidades. Probaremos tres formas diferentes: PEFT + LoRA QUORA RLHF údenos a comprender cómo preparar nuestros propios conjuntos de datos para habilitar el ajuste fino. capacitación y explicaciones en video de áreas que no podamos cubrir en las llamadas en vivo juntos (si se solicita). *Fuera del alcance * trabajo de desarrollo, ya que ya tenemos las soluciones. ón, a menos qu...
Goal: Build a closed-book QA generative model to answer astrology questions. It should be built so that it only answers from the data it was fine-tuned and not any previous knowledge(like from Wikipedia). Dataset Available: About 70 pdfs (some contain Sanskrit which needs to be filtered out). Transc...not any previous knowledge(like from Wikipedia). Dataset Available: About 70 pdfs (some contain Sanskrit which needs to be filtered out). Transcripts of about 1000 videos from an astrology channel(can skip these if pdfs are sufficient). We can either use GPT-3 models(provided it isn't too costly) or any open-source alternative like GPT-J or Flan-t5. It'll be good if it can be integrated with RLHF(Reinforcement Learning with Human Feedback) to get improvements over time. ...
...salga mal o tome más tiempo del necesario. * Alcance * 1. Guíe al CEO sobre cómo ajustar finamente LLMs. Trabaje con nosotros paso a paso en llamadas de video en vivo con uso compartido de pantalla durante todo el proceso. Eduque sobre lo que ha aprendido hasta ahora y guíenos sobre lo que es bueno/no es bueno según nuestras necesidades. Probaremos tres formas diferentes: PEFT + LoRA QUORA RLHF údenos a comprender cómo preparar nuestros propios conjuntos de datos para habilitar el ajuste fino. capacitación y explicaciones en video de áreas que no podamos cubrir en las llamadas en vivo juntos (si se solicita). *Fuera del alcance * trabajo de desarrollo, ya que ya tenemos las soluciones. ón, a menos qu...
