LocalFit

Reflection Beam 1.0 501B-A23B

reflection/Beam-1.0-501B-A23B

Released2026-10-16Size501B · 23B activeArchitecturesliding-window attnLicenseapache-2.0AA rank#16 of 75

Files and memory at 8K context

QuantFileFiles+ KV + runtimeSmallest fitSource
Q8_0
unsloth/Beam-1.0-501B-A23B-GGUF
496 GiB13498 GiB+over 192 GB GPUHF files
BF16
unsloth/Beam-1.0-501B-A23B-GGUF
934 GiB23935 GiB+over 192 GB GPUHF files

No verified file: Q4_K_M, Q5_K_M, FP16, MLX 4-bit, MLX 8-bit. Sizes are exact file bytes (text weights; projectors listed separately). “+” = recurrent state or other terms unknown. Smallest fit adds 0.5 GiB spare; Macs use 75% of memory.

Quality

Artificial Analysis Intelligence Index

30.3

Variant: Beam 1.0 · observed 2026-10-17 · source

Rank #16 of 75 researched 2026 models.

Arena text rating

Unknown

Scores describe the evaluated hosted variant, not each quantized file. AA and Arena are never averaged.

Reported speeds 0

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