llm workload · 98 runs on record

Mistral 7B (Q4)

Mistral 7B Instruct v0.3, Q4_K_M, batch 1, 4K context.

Primary metric: Tokens / sec (tok/s)

Reference prompts

Representative prompts for this workload. Exact prompts and harness settings still depend on the cited source for each record.

Prompt 1
Explain the relationship between attention heads and KV cache memory usage for a 7B-parameter transformer at 4K context.
Prompt 2
Write a 60-word product description for a mid-range AI workstation: 1× RTX 4090, 64GB DDR5, 2TB NVMe. Highlight one trade-off.
Prompt 3
List five concrete differences between INT4 weight-only quantization (Q4_K_M) and INT8 quantization (Q8_0) for inference.
Prompt 4
I have 12GB of VRAM and want to run a coding assistant locally. What model size and quantization fit, with what context length?
Prompt 5
Summarize the difference between greedy decoding and nucleus sampling in 3 short bullet points.

Reference runtime command

A representative invocation for reproducing this workload class. Source-specific runs may use adjacent runtimes unless the record says otherwise.

shell

llama-server -m mistral-7b-instruct-v0.3.Q4_K_M.gguf -c 4096 -ngl 999 --seed 42

Single batch. The Mistral 7B numbers should track Llama 3 8B closely on compute-bound devices.

Full leaderboard

Every record for Mistral 7B.

No comparable multi-device results

The current selection lacks two devices with matching workload, quantization, context, batch and documented runtime. No speed winner is assigned. Inspect the source-attributed records.

Cite this benchmark

Use this in your paper, blog post, or comparison table.

BibTeX

@misc{myaihardware_mistral-7b-q4_2026,
  title  = {MyAI Bench: Mistral 7B (Q4)},
  author = {{MyAIHardware Contributors}},
  year   = {2026},
  url    = {https://www.myaihardware.com/benchmarks/workload/mistral-7b-q4},
  note   = {Version 1.3, accessed 2026-09-09}
}

APA

MyAIHardware Contributors. (2026). MyAI Bench: Mistral 7B (Q4). MyAIHardware. Retrieved 2026-09-09, from https://www.myaihardware.com/benchmarks/workload/mistral-7b-q4

MLA

MyAIHardware Contributors. "MyAI Bench: Mistral 7B (Q4)." MyAIHardware, 2026, https://www.myaihardware.com/benchmarks/workload/mistral-7b-q4. Accessed 2026-09-09.

Plain text

MyAI Bench, Mistral 7B (Q4). MyAIHardware Contributors, 2026. Version 1.3. https://www.myaihardware.com/benchmarks/workload/mistral-7b-q4 (accessed 2026-09-09).