CohereOpen Weights
Cohere Embed v3
Embedding Model • Released 2024-11-15 • Last Verified 2025-02-01
Cohere Embed v3 - Open-source benchmarked model available on Hugging Face Hub.
Context Window8k-32k
LicenseApache-2.0 / MIT
Deployment
Cloud API Local Run
API AvailableYes (REST/SDK)
Benchmark Performance
MTEB82
Hardware Requirements for Local Running
4GB-16GB RAM/VRAM
Strengths
- •High accuracy
- •Fast inference
Limitations & Weaknesses
- •Closed source API
API Sample CodePython / REST
import openai
client = openai.OpenAI()
response = client.chat.completions.create(
model="cohere-embed-v3",
messages=[
{"role": "system", "content": "You are a helpful expert assistant."},
{"role": "user", "content": "Explain quantum computing in 2 sentences."}
]
)
print(response.choices[0].message.content)Pricing Overview
Free Open Weights
Prices subject to provider tiers and volume discounts. Check documentation for current token rates.
Model Tags
#huggingface#open-source#local
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Context Window8k-32k
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