How DeepSeek-V3 achieved 671B parameters with only 37B activated per token, training on just 2,048 H800 GPUs for under $6 million.
Model Launches
Frontier foundation models, open weights releases, architecture papers, and benchmarks.
The Model Launches hub tracks frontier artificial intelligence weights from OpenAI, Anthropic, Google DeepMind, Meta, Mistral, and DeepSeek. We report beyond marketing claims, evaluating context window retention, token throughput, quantization overhead, and real-world reasoning scores across standardized technical benchmarks.