Unverified50% confidenceBenchmarkExact time
On an Apple Silicon M4 Pro (12 cores, ARM NEON), Falcon3 1B Instruct reaches 137.5 t/s prompt processing and 98.6 t/s generation speed, with 1.9 GB memory usage.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/13/2026
First Seen
Valid until: 10/27/2026
Sources
Related Entities
Related Claims
UnverifiedAfter quantization, ultra-small models typically require only 1–2 GB of VRAM and can run smoothly on an RTX 3060 or Apple Silicon M-series chips.75% similarUnverifiedLocal inference is constrained by the user's hardware: a 7B-parameter quantized model (such as the Q4 version of Llama 3 8B) has a file size of approximately 4–5 GB, can reach 20–40 tokens per second on a Mac with an Apple M-series chip, and may drop to 3–5 tokens per second on a laptop with only an integrated GPU and 8 GB of RAM.75% similarVerifiedThe memory bandwidth of Apple M-series chips can reach 200–800 GB/s (depending on the specific model)75% similarUnverifiedOn Apple Silicon, the natively recommended approach is MLX 4-bit affine quantization (group size 64), with a 4-bit MLX build occupying approximately 15 GB of unified memory.73% similarUnverifiedOn Windows 10/11 x86_64 (Intel Core i5-12600K, AVX2), BitRun runs Falcon3 1B at a generation speed of 40-45 t/s.72% similar
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