Unverified50% confidenceBenchmarkExact time
Concordance's alignment step is purely CPU-based computation, requiring approximately 22 CPU minutes per hour of audio, with a peak memory usage of approximately 3 GB per task.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/19/2026
First Seen
Valid until: 12/18/2026
Sources
Related Entities
Related Claims
UnverifiedA 3B model typically achieves an inference speed of 10–30 tokens/second on a modern CPU via llama.cpp.73% similarPartially VerifiedFor the 4-bit quantized version of a 7B parameter model, at least 8GB of memory and a modern multi-core CPU are typically required for smooth operation, with inference speeds of approximately 10–30 tokens per second71% similar
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