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baa.ai

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https://baa.ai
black-sheep-ai-baa
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AI & ML interests

Model Quantization

Recent Activity

trevk  updated a Space 6 days ago
baa-ai/sakd-knowledge-distillation
trevk  published a Space 6 days ago
baa-ai/sakd-knowledge-distillation
trevk  updated a Space 6 days ago
baa-ai/sensitivity-aware-training
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baa.ai

Making frontier models run anywhere

We build open tools for efficient AI deployment. Our research focuses on quantization methods that preserve model quality while dramatically reducing hardware requirements — bringing 400B+ parameter models to a single machine.

baa.ai · SWAN Paper · GitHub

spaces 4

Running

SAKD: SWAN-Guided Knowledge Distillation

📖

Generate quantization‑ready student models via guided distillation

6 days ago
Running

Sensitivity-Aware Training (SAT)

📄

Train LLMs to be quantization‑ready with sensitivity‑aware methods

6 days ago
Running
1

Swan Paper

💻

Quantize LLMs without data using per‑tensor mixed precision

8 days ago

models 2

baa-ai/Qwen3.5-397B-A17B-SWAN-3bit

Text Generation • 396B • Updated 10 days ago • 744

baa-ai/Qwen3.5-397B-A17B-SWAN-4bit

Text Generation • 396B • Updated 10 days ago • 1.53k • 3

datasets 0

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