wop/cosmos-t3
3.13 GB
Wop
wop
AI & ML interests
AI research
AGI
Recent Activity
updated a bucket about 7 hours ago
wop/cosmos-t3 published a bucket about 15 hours ago
wop/Cosmos-SFT liked a dataset about 15 hours ago
wop/Cosmos-T3-06-09-2026Organizations
Posts 1
Post
145
🚀 __Monostep v1__ is up →[Monostep-v1 Demo}( wop/Cosmos-T2-Chat)
A tiny (~16.6M) experimental model that predicts 4 tokens per forward pass instead of one. A Transformer trunk pools the prompt into a single vector, then 4 sequential "slot" heads emit a block of tokens left-to-right — a lightweight take on multi-token prediction.
Trained on GSM8K (GPT-2 tokenizer, 10 epochs). It's small and rough — answers are often wrong — but it's a fun little testbed for block decoding. Weights, config, training curves, and a self-contained inference snippet are all in the repo.
Also wired into the Cosmos T2-Accelerate chat demo, where it streams those 4-token blocks live. 🧪
#multitokenprediction #gsm8k #smallmodels
A tiny (~16.6M) experimental model that predicts 4 tokens per forward pass instead of one. A Transformer trunk pools the prompt into a single vector, then 4 sequential "slot" heads emit a block of tokens left-to-right — a lightweight take on multi-token prediction.
Trained on GSM8K (GPT-2 tokenizer, 10 epochs). It's small and rough — answers are often wrong — but it's a fun little testbed for block decoding. Weights, config, training curves, and a self-contained inference snippet are all in the repo.
Also wired into the Cosmos T2-Accelerate chat demo, where it streams those 4-token blocks live. 🧪
#multitokenprediction #gsm8k #smallmodels
Articles 2
Article
3
Does Depth Actually Help Reasoning? A Tiny Experiment on 2× T4
spaces 59
pinned
Running
2
Fontend
🚀
Chat with an AI assistant in real time
pinned
Running
Agents
2
Bg Remover
🏢
Remove background from images
Running
Agents
Server Backend
⚡
Paused
Agents
2
Cosmos T2 Accelerate Chat
⚡
Chat demo for Cosmos T2-Accelerate (Preview + Beta).
Paused
Agents
1
Cosmos T 80M DEMO
⚡
A demo of Cosmos T 80M model.
Sleeping
Agents
GradioDiscordify
💻
A bot
models 49
wop/Cosmos-T3-BASE-soon
Updated
wop/Monostep-v1
Text Generation • Updated • 275 • 4
wop/Cosmos-T2A-low
Text Generation • Updated
wop/Cosmos-T2-Accelerate-Beta2
Text Generation • Updated
wop/Cosmos-T2-Accelerate-beta
Text Generation • Updated
wop/Cosmos-T2-Accelerate-Preview
Text Generation • Updated
wop/Cosmos-T2-80M-Test
Text Generation • Updated
wop/Cosmos-T-80M
Text Generation • Updated • 4
wop/Creativity-lfm2-5-350M
0.4B • Updated • 30 • 2
wop/Opus4Qwen4
4B • Updated • 41 • 2
datasets 14
wop/Cosmos-T3-06-09-2026
Viewer • Updated • 295k • 1
wop/miniconveserations
Viewer • Updated • 16
wop/instantShot
Viewer • Updated • 177 • 43 • 1
wop/TinyData
Viewer • Updated • 1.64k • 48 • 2
wop/Generic-Chat-Prompts-Tier1
Viewer • Updated • 172 • 17
wop/minitron-dataset
Viewer • Updated • 288k • 101 • 1
wop/XXXXXL-chain-of-thought
Viewer • Updated • 5.79M • 602 • 4
wop/my-personal-codex-data
Viewer • Updated • 57 • 50
wop/simple-math-x8_000_000
Viewer • Updated • 8M • 113 • 2
wop/Unlimited-Creativity-Chain-of-Thought
Viewer • Updated • 6 • 11 • 1