lm-human-preferences
bevy_retro
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lm-human-preferences | bevy_retro | |
---|---|---|
8 | 5 | |
1,076 | 292 | |
5.4% | 1.4% | |
2.7 | 4.0 | |
8 months ago | 5 months ago | |
Python | Rust | |
MIT License | GNU General Public License v3.0 or later |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
lm-human-preferences
- Ask HN: Open-source GPT-3 alternatives
- El éxito continuo de OpenAI: Y como llegaron a crear la IA más avanzada del 2023. ChatGPT.
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Value head in GPT2
Found relevant code at https://github.com/openai/lm-human-preferences + all code implementations here
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Should we stick to the devil we know?
That's why, when they're serious, they use RL for finetuning from human preferences (would be hilarious if this attempt to solve the terrible bias you take to be evidence of AGI threat ends up creating a Woke Singleton itself, btw); it's a powerful general approach, and I see no sign of it being applied here.
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Dall-E 2
The kind of measures they are taking, like simply deleting wholesale anything problematic, don't really have a '-1'.
But amusingly, exactly that did happen in one of their GPT experiments! https://openai.com/blog/fine-tuning-gpt-2/
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[D] Applications for using reinforcement learning to fine-tune GPT-2
Code for https://arxiv.org/abs/1909.08593 found: https://github.com/openai/lm-human-preferences
bevy_retro
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Many reasons to always read the LICENSE
https://github.com/katharostech/bevy_retrograde/blob/master/LICENSE.md section 6.2
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Dall-E 2
There are programming projects[1] out there that use licenses to prevent people from using projects in ways the authors don't agree with. You could also argue that GPL does the same thing (prevents people from using/distributing the software in the way they would like).
Whether you consider it moral doesn't seem relevant, only to respect the wishes of the author of such programs.
[1] https://github.com/katharostech/bevy_retrograde/blob/master/...
What are some alternatives?
rend3 - Easy to use, customizable, efficient 3D renderer library built on wgpu.
trl - Train transformer language models with reinforcement learning.
GLM-130B - GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
dalle-mini - DALL·E Mini - Generate images from a text prompt
bevy_tilemap - Tilemap with chunks for the Bevy game engine.
tensorrtx - Implementation of popular deep learning networks with TensorRT network definition API
glide-text2im - GLIDE: a diffusion-based text-conditional image synthesis model
gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners"
bevy - A refreshingly simple data-driven game engine built in Rust
dalle-2-preview
gpt-3 - GPT-3: Language Models are Few-Shot Learners