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deepseek-prover-v2-671b

DeepSeek-R1-Distill-Qwen-7B is a 7 billion parameter dense language model distilled from DeepSeek-R1, leveraging reinforcement learning-enhanced reasoning data generated by DeepSeek's larger models. The distillation process transfers advanced reasoning, math, and code capabilities into a smaller, more efficient model architecture based on Qwen2.5-Math-7B. This model demonstrates strong performance across mathematical benchmarks (92.8% pass@1 on MATH-500), coding tasks (Codeforces rating 1189), and general reasoning (49.1% pass@1 on GPQA Diamond), achieving competitive accuracy relative to larger models while maintaining smaller inference costs.

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Specifications

Context window160K tokens
Max outputN/A
API typechat
AddedJan 30, 2025
Model IDnovita/deepseek/deepseek-prover-v2-671b
Data retentionYes
Used for trainingUnknown
Provider location🇺🇸 US
Privacy policyNovita AI Privacy Policy→

Benchmarks

Benchmarks haven't been published yet for this exact variant.

Some variants (region-specific deployments, highspeed tiers) share benchmarks with their base model. Check the base model page or the Novita AI models overview.

Pricing

Input / 1M
$0.70
Output / 1M
$2.50
Cache write
N/A
Cache read
N/A
Estimated cost
100K input + 10K output$0.0950
1M input + 100K output$0.95
10M input + 1M output$9.50

Requesty charges exactly what the upstream provider charges, no markup, no per-request fees. Prompt caching and smart routing can reduce effective cost by 30-80%.

Quickstart

Drop-in compatible with the OpenAI SDK. Change the base URL, swap in your Requesty API key, and set the model to novita/deepseek/deepseek-prover-v2-671b.

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from openai import OpenAI

client = OpenAI(
    api_key="YOUR_REQUESTY_API_KEY",
    base_url="https://router.requesty.ai/v1",
)

response = client.chat.completions.create(
    model="novita/deepseek/deepseek-prover-v2-671b",
    messages=[
        {"role": "user", "content": "Explain quantum computing in one paragraph."},
    ],
)

print(response.choices[0].message.content)

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Frequently asked questions

How much does deepseek-prover-v2-671b cost?
deepseek-prover-v2-671b is priced at $0.70 per million input tokens and $2.50 per million output tokens when accessed via Requesty. Requesty charges exactly what the upstream provider charges, we don't add markup.
What is the context window of deepseek-prover-v2-671b?
deepseek-prover-v2-671b has a context window of 160K tokens. That's roughly 213 words of input you can fit in a single prompt.
What can deepseek-prover-v2-671b do?
deepseek-prover-v2-671b is a text-generation model you can call through any OpenAI-compatible client by pointing base_url to Requesty.
How do I use deepseek-prover-v2-671b with the OpenAI SDK?
Install the OpenAI SDK, set base_url to "https://router.requesty.ai/v1", set your API key to your Requesty key, and set the model to "novita/deepseek/deepseek-prover-v2-671b". The Quickstart above shows Python, JavaScript and cURL snippets.
Can I run deepseek-prover-v2-671b through Requesty?
Yes. deepseek-prover-v2-671b runs through Requesty's OpenAI-compatible API, served from Novita AI. You do not host the model yourself: point base_url at Requesty, set the model to "novita/deepseek/deepseek-prover-v2-671b", and requests are routed to the upstream provider with automatic failover. The same key gives you 400+ other models too.

Access deepseek-prover-v2-671b through Requesty

One API key, 400+ models, OpenAI-compatible. No markup on provider prices, automatic failover, and smart caching built-in.

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