Unverified50% confidenceBenchmarkExact time
The dedicated screen model Holo 3.1 9B is marked Beta in the catalog, with 16GB VRAM recommended as a starting point; in the author's Windows tests it completed a simple typing task in only one of three runs, and cannot coexist with a 9B chat model on a 12GB graphics card.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/18/2026
First Seen
Valid until: 1/16/2027
Sources
Related Entities
Related Claims
UnverifiedMiniMax H3's official documentation requires ≥64 GB RAM; three of the four test machines peaked at 68 GB of memory usage, making memory a hard bottleneck for running on consumer-grade GPUs68% similarUnverifiedWith Ollama, an ordinary computer equipped with 16GB of memory can run models with 7B to 14B parameters for everyday tasks.66% similarUnverifiedEmbedding models require far less VRAM than chat models; in the table, apart from Qwen3-Embedding-8B, all models measured at bfloat16 precision peak below 2.5 GiB of VRAM, quantized Ollama files are about 1.2 GB or less, and a laptop with 8GB of memory can run them.65% similar
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