Pearl: A Production-ready Reinforcement Learning Agent

facebookresearch/pearl 6 Dec 2023

Reinforcement Learning (RL) offers a versatile framework for achieving long-term goals.

reinforcement-learning Reinforcement Learning (RL)

5.05 stars / hour

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

state-spaces/mamba 1 Dec 2023

Foundation models, now powering most of the exciting applications in deep learning, are almost universally based on the Transformer architecture and its core attention module.

2D Pose Estimation Language Modelling

4.58 stars / hour

An LLM Compiler for Parallel Function Calling

squeezeailab/llmcompiler 7 Dec 2023

LLMCompiler automatically computes an optimized orchestration for the function calls and can be used with open-source models such as LLaMA-2.

3.69 stars / hour

DemoFusion: Democratising High-Resolution Image Generation With No $$$

PRIS-CV/DemoFusion 24 Nov 2023

High-resolution image generation with Generative Artificial Intelligence (GenAI) has immense potential but, due to the enormous capital investment required for training, it is increasingly centralised to a few large corporations, and hidden behind paywalls.

Image Generation

3.61 stars / hour

Magicoder: Source Code Is All You Need

ise-uiuc/magicoder 4 Dec 2023

Magicoder models are trained on 75K synthetic instruction data using OSS-Instruct, a novel approach to enlightening LLMs with open-source code snippets to generate high-quality instruction data for code.

Code Generation Text-to-Code Generation

3.15 stars / hour

Self-conditioned Image Generation via Generating Representations

LTH14/rcg 6 Dec 2023

During generation, RCG samples from such representation distribution using a representation diffusion model (RDM), and employs a pixel generator to craft image pixels conditioned on the sampled representation.

Conditional Image Generation Unconditional Image Generation

2.84 stars / hour

TaskWeaver: A Code-First Agent Framework

microsoft/taskweaver 29 Nov 2023

TaskWeaver provides support for rich data structures, flexible plugin usage, and dynamic plugin selection, and leverages LLM coding capabilities for complex logic.

Natural Language Understanding

2.19 stars / hour

Style Aligned Image Generation via Shared Attention

google/style-aligned 4 Dec 2023

Large-scale Text-to-Image (T2I) models have rapidly gained prominence across creative fields, generating visually compelling outputs from textual prompts.

Image Generation

2.10 stars / hour

PatchFusion: An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation

zhyever/PatchFusion 4 Dec 2023

Single image depth estimation is a foundational task in computer vision and generative modeling.

Depth Estimation

1.94 stars / hour