MiniMax Code now has a Python SDK. pip install minimax-code-sdk Async and sync APIs, multi-turn threads, streaming events, structured errors. Drop MCode into your scripts, evals and data pipelines.

MiniMax H3 Highspeed and H3 Lite from @MiniMax_AI are now available on Merge Gateway. H3 Lite costs half what H3 Max does at 768p ($0.04/sec) and $0.025/sec at 480p, with 5-second clips back in 8 to 9 seconds. H3 Highspeed is 25% under H3 Max at $0.06/sec. Check it out:

MiniMax H3 (Hailuo 3) video on 2× DGX Spark 🎬 • 5 s 1344×768 clip with audio: 643 s (one Spark: 1399 s) • 10 s: 1690 s, 15 s: 3080 s (one Spark: out of memory) • 20 s: 6740 s, beyond the model's 15 s spec and still coherent to the last frame (clip below, one continuous generation, seed 1101, 20 steps) • Text-encoder TP2 + Ulysses SP2 over one ConnectX-7 cable (RoCE, 19.5 GB/s) • Online FP8 DiT, cuDNN attention, 24 fps, native audio • Frames leave the GPU as uint8, VAE tiles decoded on both GPUs: same bytes, 15 s fits with 25 GB to spare on each host • H3-Base open weights (768p), vLLM-Omni, no Ray and no changes to the vLLM-Omni tree vllm serve cannot span two hosts, so the recipe adds a cross-host executor: rank 1 runs on the second Spark and is driven over the link through vLLM's own message queues, behind the unchanged single-node API. Quality checks, memory traces and the open levers are in the repo. Full recipe, measurements and credits: