wop/cosmos-t3
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published a bucket 20 minutes ago
wop/cosmos-t3 liked a Space about 2 hours ago
webml-community/bonsai-image-webgpu updated a Space about 2 hours ago
wop/Cosmos-T2-ChatOrganizations
Posts 1
Post
96
🚀 __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 58
pinned
Running
Agents
1
Cosmos T2 Accelerate Chat
⚡
Chat demo for Cosmos T2-Accelerate (Preview + Beta).
pinned
Running
Agents
1
Cosmos T2 80M Test DEMO
⚡
A demo of Cosmos T 80M model.
pinned
Running
Agents
1
Cosmos T 80M DEMO
⚡
A demo of Cosmos T 80M model.
pinned
Sleeping
Agents
2
Bg Remover
🏢
Remove background from images
Sleeping
Agents
GradioDiscordify
💻
A bot
Running
1
SimulationOfParticles
💻
Explore electric fields with interactive charge sandbox
models 48
wop/Monostep-v1
Text Generation • Updated • 49 • 3
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 • 3
wop/Creativity-lfm2-5-350M
0.4B • Updated • 28 • 2
wop/Opus4Qwen4
4B • Updated • 57 • 2
wop/vordex-Q8_0-GGUF
17.6M • Updated • 6
datasets 10
wop/Generic-Chat-Prompts-Tier1
Viewer • Updated • 172 • 22
wop/minitron-dataset
Viewer • Updated • 288k • 89 • 1
wop/XXXXXL-chain-of-thought
Viewer • Updated • 5.79M • 596 • 4
wop/my-personal-codex-data
Viewer • Updated • 57 • 43
wop/simple-math-x8_000_000
Viewer • Updated • 8M • 112 • 2
wop/Unlimited-Creativity-Chain-of-Thought
Viewer • Updated • 6 • 9 • 1
wop/Extreme-Reasoning-CoT
Viewer • Updated • 18 • 42 • 2
wop/just-user-prompts
Viewer • Updated • 825k • 29 • 1
wop/Romanian_Language
Viewer • Updated • 1 • 22
wop/discord_chats_1709
Viewer • Updated • 1.71k • 55