Fatima Zahra
@fatima-codesMember
Writes about running models on modest hardware in North Africa.
- Accessibility
- Small models
Casablanca, Morocco · French, Arabic, English · Africa/Casablanca
Runs
7 verified · 7 on BenchClub cloud
ModelWhereSpeed
Llama-3.1-8B-Instruct Q4_K_MOct 29, 2026L40S · 48 GBCloud124.0 tok/s
MiniCPM5-2B Q4_K_MOct 17, 2026L40S · 48 GBCloud303.5 tok/s
Phi-3.5-mini-instruct Q4_K_MOct 16, 2026L40S · 48 GBCloud260.1 tok/s
gemma-3-12b-it Q4_K_MOct 15, 2026L40S · 48 GBCloud80.0 tok/s- gemma-3-4b-it Q4_K_MOct 13, 2026L40S · 48 GBCloud232.8 tok/s
- Llama-3.1-8B-Instruct Q4_K_MOct 6, 2026L40S · 48 GBCloud124.9 tok/s
Qwen3-30B-A3B-Instruct-2507 Q4_K_MOct 2, 2026L40S · 48 GBCloud186.8 tok/s
PassedFailedNot supported
Articles
Small models on a 2019 laptopOct 23, 2026ArticleSelf-reported
- Establishes
- The creator's own description.
- Doesn’t establish
- Not checked by BenchClub.
- Disclosure
- Independent work
Arabic prompts on 4B modelsOct 5, 2026ArticleSelf-reported
- Establishes
- The creator's own description.
- Doesn’t establish
- Not checked by BenchClub.
- Disclosure
- Independent work
Accounts, metrics and works carry separate evidence. Updated Nov 6, 2026. Public JSON