GLiClass models converted to ONNX format, as well as 8bit quantization
Carlo Moro
cnmoro
AI & ML interests
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Recent Activity
reacted to Crownelius's post with 🔥 about 3 hours ago
Howdy,
CompactAI-O is launching a tiny Model Golf, and the winner walks away with $50 in RunPod credits. Monthly. Every month. Show up, build, somebody wins.
What it is
Build the best language model you can under 100 million parameters, with at least a 1028-token context window. That's it. Any architecture, any tokenizer, any training scheme you can dream up at 3am. The only catch is it's gotta be open source (MIT, GPL, Apache, AGPL) take your pick.
It scratches the same itch as a Kaggle comp without the dataset\leaderboard nonsense. No fixed benchmark to game. No llama.cpp compatibility hoops. If you wanna train a 50M-param MoE with five experts and a tokenizer built on cookbooks, you can do that. Nothing stopping you.
The rules are listed in the discord and on the organization page if you're interested.
Why $50????
It's symbolic. It ain't gonna make anyone rich. But it's enough to cover a weekend of GPU time, enough to keep enthusiasts coming back, and not so much that it pulls in people who are just there for the money. Enthusiasts build interesting things. Interesting things move the field forward. A little incentive. I'd do it for $50 lol.
How to join
First round opens soon. Landing page is here:
→ https://huggingface.co/spaces/CompactAI-O/Tiny-model-golf
For questions or to swap ideas, the Discord's open:
→ https://discord.gg/y2jTct6Cxv
Excited to see what yall come up with. ♥
— Shane
liked a model about 5 hours ago
byteshape/Qwen3.6-35B-A3B-MTP-GGUF liked a model 2 days ago
nvidia/Nemotron-Labs-Diffusion-14BOrganizations
Some embedding models I've trained, finetuned, distilled, converted, or something else entirely
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cnmoro/snowflake-arctic-embed-m-v2.0-cpu
Sentence Similarity • 0.3B • Updated • 281 • 3 -
cnmoro/bert-tiny-embeddings-english-portuguese
Sentence Similarity • 4.39M • Updated • 4 • 1 -
cnmoro/static-nomic-eng-ptbr-tiny
Feature Extraction • Updated • 241 • 2 -
cnmoro/static-nomic-eng-ptbr
Feature Extraction • Updated • 4 • 3
GLiClass models converted to ONNX format, as well as 8bit quantization
Some embedding models I've trained, finetuned, distilled, converted, or something else entirely
-
cnmoro/snowflake-arctic-embed-m-v2.0-cpu
Sentence Similarity • 0.3B • Updated • 281 • 3 -
cnmoro/bert-tiny-embeddings-english-portuguese
Sentence Similarity • 4.39M • Updated • 4 • 1 -
cnmoro/static-nomic-eng-ptbr-tiny
Feature Extraction • Updated • 241 • 2 -
cnmoro/static-nomic-eng-ptbr
Feature Extraction • Updated • 4 • 3
models 87
cnmoro/nomic-embed-text-v2-moe-distilled-high-quality
Feature Extraction • Updated • 38.6k • 4
cnmoro/inference-free-splade-co-condenser-en-ptbr
Sentence Similarity • Updated
cnmoro/inference-free-splade-bert-tiny-en-ptbr
Sentence Similarity • Updated
cnmoro/LFM-Q4-GGUFS
3B • Updated • 64
cnmoro/static-nomic-384-pten
Feature Extraction • Updated • 97
cnmoro/RotorQuant-ModelWeights-Runtime
Updated • 4
cnmoro/Qwen2.5-0.5B-Portuguese-v1
Text Generation • 0.5B • Updated • 10 • 5
cnmoro/LFM2-PTBR-imatrix-Quants
3B • Updated • 28
cnmoro/LexicalEmbed-Base
Feature Extraction • 16.6M • Updated • 9 • 1
cnmoro/low-dimension-static-model
Updated • 7
datasets 21
cnmoro/LexicalTriplets
Viewer • Updated • 77.6M • 405
cnmoro/PTBR-REAP-Pruning
Viewer • Updated • 48.9k • 29
cnmoro/PromptSearchTermsDecomposition
Viewer • Updated • 50k • 21 • 1
cnmoro/reasoning-v1-20m-portuguese
Viewer • Updated • 20.9M • 676 • 13
cnmoro/smoltalk-555k-ptbr
Viewer • Updated • 556k • 73 • 3
cnmoro/LogicReasoningEnglishPortuguese
Viewer • Updated • 10.5k • 24 • 3
cnmoro/LegalAlpacaReasoningRag-Qwen
Viewer • Updated • 3.04k • 26 • 1
cnmoro/LegalAlpacaReasoningRag
Viewer • Updated • 3.04k • 19 • 2
cnmoro/DocumentPassageRanking
Viewer • Updated • 2.09M • 83 • 2
cnmoro/QuestionClassification-v2
Viewer • Updated • 129k • 23 • 2