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Community benchmarks

Llama 3.1 8B Instruct

Submitted benchmarks for Llama 3.1 8B Instruct. Browse individual runs and their measurement settings, or open the report JSON for full benchmark details.

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Submitted runs: 30
Chips tested: 9
Contributors: 2

Model identity

Grouped as meta-llama/Llama-3.1-8B-Instruct. The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.. Artifact verification confirms published model bytes, not that a community-submitted benchmark was honestly executed. Hover or tap a label for what it means.

This model group collects runs reported as basecompute/Llama-3.1-8B-Instruct, Llama-3.1-8B-Instruct, Llama-3.1-8B-Instruct-Q4, Llama-3.1-8B-Instruct-Q8, Meta Llama 3.1 8B Instruct. Individual results keep the package name and format they were submitted with.

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Published files benchmarked

basecompute/Llama-3.1-8B-Instruct/Llama-3.1-8B-Instruct-Q4.base (opens in a new tab)BaseRTQ4· 7 runs
basecompute/Llama-3.1-8B-Instruct/Llama-3.1-8B-Instruct-Q8.base (opens in a new tab)BaseRTQ4· 7 runs
unsloth/Llama-3.1-8B-Instruct-GGUF/Llama-3.1-8B-Instruct-Q4_0.gguf (opens in a new tab)llama.cppQ4_0· 3 runs

Benchmark results

Peak throughput is the highest reported value and may come from different runs. Compare model, quantisation, backend, and token counts before drawing conclusions. Model verification identifies published artifact bytes; community benchmark execution is not remotely attested.

Individual runs for Llama 3.1 8B Instruct. Throughput is in tokens per second; dates use your browser timezone. Hover a date for the exact local time.
Model / runtime / format	Chip / backend	Decode	Prefill	Peak process memory	Contributor

Llama-3.1-8B-Instruct llama.cppQ4_K_M The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro BLAS + Metal	55.5 tok/s TG128	1,423 tok/s PP512	6,997.9 MiB	arki05	11 Sep 2026	View Benchmark
Llama-3.1-8B-Instruct llama.cppQ4_K_M The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro BLAS + Metal	55.6 tok/s TG128	1,424 tok/s PP512	6,927.6 MiB	arki05	11 Sep 2026	View Benchmark
Llama-3.1-8B-Instruct llama.cppQ4_0 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro BLAS + Metal	58.7 tok/s TG128	1,538 tok/s PP512	6,693.8 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/Llama-3.1-8B-Instruct BaseRTQ4· default-q8 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro Metal	35.5 tok/s TG128	1,773 tok/s PP512	10,330.7 MiB	arki05	11 Sep 2026	View Benchmark
basecompute/Llama-3.1-8B-Instruct BaseRTQ4· default-q4 The report's model SHA-256 matches a file published on Hugging Face, so the exact model bytes are known. This does not attest benchmark execution.	Apple M5 Pro Metal	62.0 tok/s TG128	1,795 tok/s PP512	6,186.8 MiB	arki05	11 Sep 2026	View Benchmark