In this tutorial, we explore the lambda/hermes-agent-reasoning-traces dataset to understand how agent-based models think, use tools, and generate responses across...
EPOCHS = 15 opt = torch.optim.AdamW(model.parameters(), lr=1e-3, weight_decay=1e-4) sched = torch.optim.lr_scheduler.CosineAnnealingLR(opt, T_max=EPOCHS) loss_fn = nn.MSELoss() hist = {"tr": , "va":...
Large language models are remarkably capable, yet frustratingly opaque. When a model misbehaves — generating responses in the wrong language,...
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print("=" * 62) print("SECTION 9 · pyrightconfig.json") print("=" * 62) config = { "include": , "exclude": , "pythonVersion": "3.11", "typeCheckingMode":...
IBM released two new open speech recognition models— Granite Speech 4.1 2B and Granite Speech 4.1 2B-NAR — and they...
As large language models scale to longer context windows and serve more concurrent users, the key-value (KV) cache has emerged...
Researchers at Meta’s FAIR lab have released NeuralSet, a Python framework designed to eliminate one of the most persistent bottlenecks...
OpenAI just quietly dropped something worth paying close attention to. Released on Hugging Face under an Apache 2.0 license, Privacy...
Top 10 Physical AI Models The gap between language model capabilities and robotic deployment has been narrowing considerably over the...
@dataclass class MemoryItem: memory_id: int topic: str entity: str slot: str value: str text: str def build_memory_bank() -> List: entities...
If you’ve ever watched a motion capture system struggle with a person’s fingers, or seen a segmentation model fail to...
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def adaboost(X, y, rounds=80): n = len(y) w = *n feat_set = sorted({f for fx in X for f in...
As AI agents move from research demos to production deployments, one question has become impossible to ignore: how do you...
Building a production-grade voice AI agent is one of the hardest engineering challenges in applied machine learning today. It is...
For years, the computer vision community has operated on two separate tracks: generative models (which produce images) and discriminative models...
