TruthfulQA
JARVIS
TruthfulQA | JARVIS | |
---|---|---|
4 | 52 | |
508 | 23,113 | |
- | 0.9% | |
2.8 | 7.2 | |
6 months ago | 21 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | MIT License |
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TruthfulQA
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airoboros gpt-4 instructed + context-obedient question answering
Dataset: https://github.com/sylinrl/TruthfulQA
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Scaling Transformer to 1M tokens and beyond with RMT
this is a great point.
do you know of any benchmarks doing this today?
given the acute need to evaluate models on contextual factuality, we're exploring how to create a benchmark for this purpose but prefer existing benchmarks if possible.
openai's truthfulqa[0] is close but does not focus on contextual factuality and targets a much harder problem of absolute truth.
if none exist, and people are interested in contributing, please reach out.
[0] https://github.com/sylinrl/TruthfulQA
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[D] Is all the talk about what GPT can do on Twitter and Reddit exaggerated or fairly accurate?
I agree they show that you can brute-force mimick uncertainty estimates to some degree, and that the model is generally well calibrated (though on what is basically a set of trivia questions, so YMMV)... yet:
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[R] TruthfulQA: Measuring How Models Mimic Human Falsehoods
Code for https://arxiv.org/abs/2109.07958 found: https://github.com/sylinrl/TruthfulQA
JARVIS
- FLaNK Stack 26 February 2024
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Overview: AI Assembly Architectures
Jarvis: github.com/microsoft/JARVIS
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When will we get JARVIS?
You can build it yourself now. https://github.com/microsoft/JARVIS
- How to build the Geth (networked intelligence, decentralized AGI)
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Off-topic: What NVIDIA GPU do I need to run privateGPT or Alpaca-Lora for code translations, debugging, unit tests, etc?
https://github.com/microsoft/JARVIS (when ready says >=24GB VRAM)
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Apple announces Apple Silicon Mac Pro powered by M2 Ultra
Can be. There are projects that run fully locally like Microsoft’s Jarvis. https://github.com/microsoft/JARVIS
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April 2023
JARVIS, a system to connect LLMs with ML community (https://github.com/microsoft/JARVIS)
- Nvidia's GH200 AI supercomputers could build 'giant' AI models more powerful than GPT-4
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A Lightweight HuggingGPT Implementation w/ Langchain + Thoughts on Why JARVIS Fails to Deliver
HuggingGPT is a clever idea to boost the capabilities of LLM Agents, and enable them to solve “complicated AI tasks with different domains and modalities”. In short, it uses ChatGPT to plan tasks, select models from Hugging Face (HF), format inputs, execute each subtask via the HF Inference API, and summarise the results. JARVIS tries to generalise this idea, and create a framework to “connect LLMs with the ML community”, which Microsoft Research claims “paves a new way towards advanced artificial intelligence”.
- Edit videos through intuitive ChatGPT conversations
What are some alternatives?
safari - Convolutions for Sequence Modeling
AutoGPT - AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
recurrent-memory-transformer - [NeurIPS 22] [AAAI 24] Recurrent Transformer-based long-context architecture.
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/Auto-GPT]
auto-evaluator
babyagi
heinsen_routing - Reference implementation of "An Algorithm for Routing Vectors in Sequences" (Heinsen, 2022) and "An Algorithm for Routing Capsules in All Domains" (Heinsen, 2019), for composing deep neural networks.
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/AutoGPT]
visual-chatgpt - Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models [Moved to: https://github.com/microsoft/TaskMatrix]
dalai - The simplest way to run LLaMA on your local machine
botpress - The open-source hub to build & deploy GPT/LLM Agents ⚡️
llama.cpp - LLM inference in C/C++