DAGGER is a form of counterfactual teaching as explained in https://
arxiv.org/abs/2110.10819 – Note that it is the student who always acts. The teacher only provides corrections, which are used to minimise the LLM loss directly. Note however that this imitation IS NOT supervised learning.
LLMS
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DAGGER Counterfactual Teaching Method for LLM Training
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DAGGER: Imitation Learning Alternative to Reinforcement Learning
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People are asking if there are alternatives to RL in RLHF. Yes, imitation with DAGGER (tutorial: https://
ri.cmu.edu/publications/a
n-invitation-to-imitation/
… ). The user provides feedback with corrections, e.g. when the agent says “that” the user tells the agent that instead of saying “that”, it should say “this”. -
ChatGPT future predictions confirmed one week later insights
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En el directo de la semana pasada nos preguntamos cómo sería el futuro de herramientas como ChatGPT y ya 7 días después algunas cosas se han demostrado ciertas. Hay info super relevante para entender lo que va a venir
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AI Summarization with Citations: Beyond ChatGPT Capabilities
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5. Summarize and simplify things on-the-fly! Input: Write a summary of the history of Rome suitable for a 10 year old. Unlike ChatGPT, it also has citations for the generated response.
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AI Hallucination Issues in Language Models
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Pretty good, although that had pre-existing context that I was asking about Stratechery. A fresh query inserted some stuff that I didn't say (i.e. the last paragraph is hallucinated)
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Microsoft to allow companies to create custom ChatGPT versions
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CNBC reporting Microsoft will let companies create their own custom versions of ChatGPT
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Large Language Models Training Impact on Web Content and Revenue
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"Los ENORMES MODELOS DEL LENGUAJES se nutren de nuestro contenido web y nos roban el tráfico y los ads-click" convirtiéndose en la nueva versión del debate en 3.. 2… 1…
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Google vs Microsoft: The Real-Time AI Giant Battle Unfolds
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El duelo de gigantes entre Google vs Microsoft está ocurriendo ahora mismo en tiempo real Google Bard Un nuevo ChatGPT Edge + AI Assistant El futuro de Internet se empieza a definir ahora y el directo de mañana va a ser espectacular Sintonizad DotCSV a las 18h
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AI Resume Checker Scans and Scores Resumes
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3. AI Resume Checker Resume is scanned, read, reviewed, and scored against other resumes. Great use case for a GPT API. Worth checking out. http://
kickresume.com