Model
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Aya 23 35B

OPEN
Cohere Labs · Aya 23 family · released May 23, 2024

Cohere's 35B dense multilingual instruct model spanning 23 languages, research-only CC-BY-NC release.

ReasoningCodingVisionFunction callingTool useAgentic
297.2
Elo · rank #347
Parameters
35B
Active params
35B (dense)
Context
8K tokens
Architecture
Dense transformer (Command-based), 35B
License
CC-BY-NC
Languages
23+
API price (in/out)
No hosted API
Modalities
text
Benchmark results
Bar shows position within the tracked field; marker = field best
ARC-ChallengeReasoning61.7%#84
best: Llama 3.1 405B · 96.9%
BIG-Bench HardReasoning53.6%#89
best: ERNIE 4.5 300B-A47B · 94.3%
GPQA DiamondReasoning28.8%#266
best: GPT-5.6 · 94.6%
IFEvalReasoning59.3%#123
best: Gemma 4 26B A4B · 98.5%
LogicKorHuman preference6.76#21
best: GPT-4o · 9.33
MGSMMath53.7%#44
best: OpenAI o4-mini · 93.7%
MMLU-ProKnowledge33.6%#162
best: Claude Fable 5 · 91.5%
MMLUKnowledge58.2%#210
best: OpenAI o3 · 92.9%
XWinogradReasoning84.4%#3
best: Sarashina2-70B · 91.8%
Run it locally
VRAM @ Q4
22 GB
VRAM @ FP16
70 GB
Fits on (Q4)
RTX 3090 24GBRTX 4090 24GBRTX 5090 32GBM4 Pro 48GBM3 Max 128GBM3 Ultra 512GBA100 80GBH100 80GBH200 141GBB200 192GB
Throughput data unavailable.
Quantizations
GGUF Q4
Aya 23 family
Elo progression across releases
Aya 23 35BMay 2024297.2
Resources
HFCohereLabs/aya-23-35BDOCSdocs.cohere.com/docs/aya
API price weights · each benchmark row carries its own source badge (see methodology)