// Cohere Command / Aya · Text LLM
c4ai-command-r7b-12-2024: VRAM & local deployment
8.03B parameters. About 5.9 GB at 4-bit and 18.2 GB at BF16.
released 2024-12-11licence: Non-commercialmemory figures are estimates
01Specs
| Publisher | Cohere · CohereLabs |
|---|---|
| Family / series | Cohere Command / Aya · c4ai-command-r7b |
| Type | Text LLM (text-generation) |
| Parameters | 8.03B Source: counted from official safetensors weights |
| Context length | — |
| Released weights | BF16 · 16.1 GBdownload |
| Licence | CC-BY-NC-4.0 · Non-commercialResearch / non-commercial licence: commercial use is not allowed without a separate agreement. |
| Released | 2024-12-11 (Hugging Face repo created) |
| Access | Gated: accept the licence on Hugging Face before downloading. |
02How much VRAM it needs (estimate)
Total = weights + 10% + 0.5GB overhead + KV cache for one request (FP16 KV). More concurrent users multiply the KV column.
| Precision | Weights | Smallest GPU | Mac |
|---|---|---|---|
| BF16 / FP16 (original) | 16.1 GB | RTX 4090 24GB | Mac 36GB |
| FP8 / INT8 / Q8_0 | 8.5 GB | 12GB GPU | Mac 24GB |
| 4-bit (Q4_K_M / AWQ / GPTQ-Int4) | 4.9 GB | 8GB GPU | Mac 16GB |
KV cache not estimated: the official config.json is gated or lacks attention parameters. Totals above are weights + overhead only.
Bits per weight: BF16 16, FP8 8.5, 4-bit 4.85. “Fits” = total ≤ 90% of memory; Mac GPU can use ~2/3 of unified memory (≤36GB) or ~3/4 (larger). For MoE, all experts must be in memory, so size by total parameters. Method →
03How to run it
Only runtimes the publisher or the runtime’s official library names for this model.
- Transformers — mentioned in the official model card
04Official repositories & quantised builds
1 official repo(s) from CohereLabs.
05Other Cohere Command / Aya models
All 14 →| Model | Params | 4-bit total | Released |
|---|---|---|---|
| North-Micro-Vision-Instruct | 2.48B | 2.7 GB | 2026-08-10 |
| North-Mini-Code-1.0 | 30B / 3B | 21.0 GB | 2026-06-05 |
| command-a-plus-05-2026-bf16 | 218B / 25B | 147 GB | 2026-05-11 |
| tiny-aya-base | 3.35B | 2.7 GB | 2026-02-13 |
| tiny-aya-global | 3.35B | 2.7 GB | 2026-02-13 |
| command-a-reasoning-08-2025 | 111.1B | 74.6 GB | 2025-08-12 |
| command-a-vision-07-2025 | 111.9B | 75.1 GB | 2025-07-28 |
| c4ai-command-a-03-2025 | 111.1B | 74.6 GB | 2025-03-11 |
06Sources
Data checked 2025-10-30. Parameters, context and licence are copied from the official repository; memory figures are our estimates.