251 projects
atp-protocol
ATP Protocol - Agentic Trade Protocol. The easiest way to enable agent-to-agent payments powered by Solana.
mixture-of-flows
Flow Matching Mixture of Experts (FM-MoE)
swarms
Swarms - TGSC
open-parl
PARL (Parallel-Agent Reinforcement Learning) - A training paradigm for coordinating multiple agents in parallel workflows
blackwall-gateway
An intelligent API security middleware that monitors, detects, and blocks malicious threats in real-time. Built on the Swarms framework, Blackwall provides comprehensive protection against SQL injection, XSS, command injection, path traversal, SSRF, and other web application vulnerabilities. Features automated IP blocking, rate limiting, threat analytics, and AI-powered decision making for FastAPI applications.
voice-agents
A comprehensive Python library for building production-ready voice agents with multi-provider support. Features real-time streaming TTS/STT, OpenAI, ElevenLabs, and Groq integration, audio processing, and seamless conversational AI capabilities.
zetascale
LEGO blocks for AI: Build state-of-the-art models faster with modular PyTorch components.
open-kimi
An open source implementation of the Kimi K2 Reasoning model architecture in pure PyTorch
open-cursor-agent
Swarms - TGSC
open-volara
Volara - Pytorch
advanced-research
Advanced Multi-Agent Research System - Enhanced implementation of Anthropic's orchestrator-worker pattern with 90.2% performance improvement over single-agent systems
swarms-utils
Swarms - TGSC
hospital-sim
HospitalSim - Swarms
swarms-tools
Paper - Pytorch
product-marketing-agency
A comprehensive multi-agent marketing system for generating various types of product marketing images and content using the swarms framework
swarms-memory
Swarms Memory - Pytorch
fluid-api-agent
Fluid API
swarms-client
The official Python library for the swarms-client API
ai-coscientist
A multi-agent AI framework for collaborative scientific research, implementing tournament-based hypothesis evolution and peer review systems
agentos-sdk
AgentOS - TGSC
lfm2
LFM2 - Pytorch
singlora
SingLoRA - Pytorch
mri-swarm
MRI-Swarm - TGSC
open-af3
Paper - Pytorch
mai-dx
MAI-DxO - Pytorch
cluster-moe
Cluster of Experts - Pytorch
ssm-bridge
SSM-As-VLM-Bridge: State Space Models as Vision-Language Bridge Layers
swarms-torch
swarms-torch - Pytorch
ai-lang
DotAI - Natural Language Programming Language
swarms-rust
A Rust-powered Python extension for concurrency, file I/O, and async API requests.
mcs
Paper - Pytorch
swarm-models
Swarm Models - TGSC
clusterops
Paper - Pytorch
swarms-cloud
Swarms Cloud - Pytorch
agentgym
Agent Gym - Pytorch
mamba-r1
Mamba R1 - Pytorch
r-torch
Open Implementation of Deepseek's R1
swarm-deploy
Swarm-Deploy - TGSC
swarm-shield
Swarm Shield - TGSC
evalops
evalops - TGSC
omegavit
OmegaViT: A State-of-the-Art Vision Transformer with Multi-Query Attention, State Space Modeling, and Mixture of Experts
autohedge
autohedge - TGSC
open-namm
Paper - Pytorch
radiology-swarm
RadiologySwarm - TGSC
backtester-agent
Backtester Agent
srt-torch
Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks
doc-master
Paper - Pytorch
news-swarm
NewsAgent - TGSC
tree-of-thoughts
Tree of Thoughts - Pytorch
lfm-torch
lfm - Pytorch
agentparse
Agent Parse - TGSC
open-aladdin
Open Aladdin - Pytorch
differential-transformer
differential-transformer - Pytorch
cryptoagent
cryptoagent - Swarms
medinsight
MedInsight - Swarms -
medguard
medguard - Swarms
starforcex
StarForce-X - TGSC
tickr-agent
Tickr Agent - Swarms -- TGCS
cognetx
cognetx - Pytorch
cnngpt
CNNGPT - CNNGPT
code-guardian
Code-Guardian by TGSC
opioidrl
Paper - Pytorch
fusion-threed
3D Diffusion Models in PyTorch
gated-slot-attention
Gated Slot Attention - Pytorch
paper-hive
RPH - Swarms Research Paper Hive
omniparse
OmniParse - Swarms -- The Universal Data Parser
chai-one
Paper - Pytorch
aurora-torch
Weather Swarm - Pytorch
jax-transformer
Jax Transformer - Jax
audio-xlstm
Paper - Pytorch
vitar
Paper - Pytorch
iotagents
iotagents - Pytorch
short-circuit-torch
Paper - Pytorch
agentscan
Swarm Ops - Pytorch
vortex-fusion
Paper - Pytorch
ttl-torch
Paper - Pytorch
dev-swarm
Paper - Pytorch
multi-model-trainers
Multi-Model-Trainer - Pytorch
svms
Paper - Pytorch
PHDSP
Paper - Pytorch
neo-sapiens
Neo Sapiens - Pytorch
weather-swarm
Weather Swarm - Pytorch
swarms-evals
Paper - Pytorch
whiterock
Paper - Pytorch
sima-torch
Paper - Pytorch
zamba-torch
zamba - Pytorch
vision-mamba
Vision Mamba - Pytorch
alphafold3
Paper - Pytorch
gpt4o
gpt4o - Pytorch
athena-starship
Paper - Pytorch
xlstm-torch
xLSTM - Pytorch
gemini-torch
Gemini - Pytorch
bitnet
bitnet - Pytorch
mh-moe
Paper - Pytorch
mm1-torch
MM1 - Pytorch
reka-torch
Reka Torch - Pytorch
infini-torch
infini - Pytorch
brave-torch
Swarms - Pytorch
exxa
Exa - Pytorch
mamba-former
Paper - Pytorch
jamba
jamba - Pytorch
gamba-torch
gamba - Pytorch
simba-torch
Paper - Pytorch
zerox
Paper - Pytorch
andromeda-torch
Andromeda - Pytorch
pali-torch
Pali - PyTorch
bitmoe
BitMoE - Pytorch
vision-llama
Vision Llama - Pytorch
griffin-torch
Griffin - Pytorch
hrtx
HRTX - Pytorch
limoe
LiMoE - Pytorch
palm-vadapter
Paper - Pytorch
medpalm
MedPalm - Pytorch
hsss
Paper - Pytorch
sora-torch
Sora - Pytorch
swarmos
Paper - Pytorch
autort-swarms
AutoRT - Pytorch
mcvit
Paper - Pytorch
video-vit
Paper - Pytorch
screenai
Screen AI - Pytorch
audio-flamingo
Paper - Pytorch
lumiere
Paper - Pytorch
rtx-torch
rtx - Pytorch
forest-of-thoughts
Paper - Pytorch
hlt-torch
Paper - Pytorch
qformer
qformer - Pytorch
qwen
Qwen VL - Pytorch
palme
palme - Pytorch
m2pt
M2PT - Pytorch
morpheus-torch
Morpheus - Pytorch
mambabyte
MambaByte - Pytorch
fuyu
fuyu - Pytorch
switch-transformers
SwitchTransformers - Pytorch
moe-mamba
Paper - Pytorch
gats-torch
gats - Pytorch
gen1
Text to Video synthesis
mmm-zeta
MultiModalMamba - Pytorch
mambatransformer
MambaTransformer - Pytorch
longnet
LongNet - Pytorch
mobilevlm
MobileVLM - Pytorch
selfextend
SelfExtendAttn - Pytorch
ast-torch
ast - Pytorch
tiny-gptv
Tiny GPTV - Pytorch
rt2
rt-2 - PyTorch
kosmosx
Transformers at zeta scales
simple-mamba
Simple Mambda - Pytorch
cm3
Description of the cm3 package
s4-torch
S4 - Pytorch
netninja
Netrunner - Pytorch
teragpt
Paper - Pytorch
usm-torch
usm - Pytorch
aoa-torch
Attention on Attention - Pytorch
simplified-transormer-torch
Paper - Pytorch
geidiprime
Paper - Pytorch
atc-torch
atc-torch - Pytorch
process-supervision-torch
Process SuperVision - Pytorch
minerva-torch
Transformers at zeta scales
synchronx
synchro - Pytorch
alr-transformer
Paper - Pytorch
gradient-equilibrum
Gradient Equillibrum - Pytorch
liquidnet
Liquid Net - Pytorch
metnet3
Metnet - Pytorch
nonlinear-transformer
Paper - Pytorch
pali3
pali3 - Pytorch
kosmosg
kosmosg - Pytorch
hindsight-replay
Hindsight - Pytorch
swarmalator
swarmalator - Pytorch
gradient-ascent
Gradient Ascent - Pytorch
dalle3
dalle3 - Pytorch
adastra
Astra - Pytorch
cross-attn
MultiModalCrossAttn - Pytorch
vodin
Odin - Pytorch
progen-torch
Paper - Pytorch
quasarx
quasar - Pytorch
clipq
Paper - Pytorch
frvit
frvit - Pytorch
complex-attn
ct - Pytorch
vit-rgts
vit-registers - Pytorch
mega-vit
mega-vit - Pytorch
local-sfmx
local-sftmx - Pytorch
navit-torch
navit - Pytorch
mgqa
mgqa - Pytorch
terrabyte
TerraByte - Pytorch
mmqqa
mmca-mgqa - Pytorch
mmmgqa
mmca-mgqa - Pytorch
mmca-mgqa
mmca-mgqa - Pytorch
mmca
MMCA - Pytorch
replicator-agent
TheReplicator - Pytorch
kosmos2-torch
Kosmos - Pytorch
mm-tot
ToT - Pytorch
eaot
Paper - Pytorch
nerf-torch
Paper - Pytorch
unet-torch
unet - Pytorch
translate-transformer
tt - Pytorch
shapeless
Poly - Pytorch
phi-torch
Phi - Pytorch
cybex
Cybex - Pytorch
pytorch-dataset
Pytorch Dataset - Pytorch
vima
vima - Pytorch
pegasusx
pegasus - Pytorch
omnimodal
NextGPT - Pytorch
saycan
Paper - Pytorch
koi-x
koi - Pytorch
atom-torch
atom - Pytorch
gpt3-torch
GPT3 - Pytorch
ft-suite
A fine-tuning suite based on Transformers and LoRA.
finetuning-suite
A fine-tuning suite based on Transformers and LoRA.
simple-falcon
Falcon - Pytorch
lm-infinite
Paper - Pytorch
aot-x
Algorithm of thoughts - Pytorch
profit-pilot
ProfitPilot - AI Agents
robocat
Robo CAT- Pytorch
shuurai
shuurai - Pytorch
lenet5
Paper - Pytorch
alphadev
AlphaDev - Pytorch
geminix
Gemini - Pytorch
softmax-one
softmax-one - Pytorch
kosmos-2
kosmos-2 - Pytorch
gpt4-torch
GPT4 - Pytorch
neox
An Multi-Modality Foundation Model for Humanoid robots
nevax
NeVA: NVIDIA's Visual Question Answering Transformer
gato-torch
Gato: A Generalist Agent
swarmlogic
SwarmLogic - Pytorch
starlight-vision
Starlight - unprecedented photorealism × deep level of language understanding
sophia-optimizer
Sophia Optimizer ULTRA FAST
tiktokx
The rhythm of algorithms, dancing through recommendation streams.
cstx
Description of the cstx package
thebestllmever
andromeda - Pytorch
optimus-prime-transformers
optimus-prime - Pytorch
nanox
A transformer model for creating bio-compatible nanomachines
mqa
Multi Query Attention package
oceandb
Ocean.
nebula-loss
1 Loss Function to rule them all!
megaladon
Megaladon - Pytorch
the-grid
Easy way to efficiently run 100B+ language models without high-end GPUs
apacai
Python client library for the APACAI API
Primus
cybertron- Pytorch
FlashMHA
FlashMHA - Pytorch
cybertron-llm
cybertron- Pytorch
Andromeda-llm
andromeda - Pytorch
GeneSplice
GeneSplice Model, Ultra-Long Rage Genomic Expression Modelling
the-compiler
The Compiler
AttentionGrid
AttentionGrid - Library
Galvatron
Swarms - Pytorch
elysium-knowledge-repository
Elysium Knowledge Repository - Pytorch
The-Distiller
Generate textual and conversational datasets with LLMs.
blockwise-parallel-transformer
32x Faster Attentionn
andromeda-transformer
andromeda - Pytorch
decoupledLionW
Lion Optimizer - Pytorch
omnimorph
OmniMorph - Pytorch
astra
The Astra Exploit Framework
