Meta · Open weights

Sao10K Stheno 8b

Added Jan 1, 2024Open weights

Use in the app

Sao10K's latest Stheno fine-tune optimized for instruction following.

Input: Text
Output: Text
Discovery tier: Open weights

Pricing

USD per 1M tokens

Input: $0.20
Output: $0.20

Reference prices as published by the model provider. API example

Specifications

Context window: 16.4K
Max output: 8.2K
Average output (7 days): 177 tokens; Longer than 18% of 465 models

Side by side

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Public evaluations

Benchmarks

There are no public benchmark results for Sao10K Stheno 8b yet.

Live routing data

Performance and reliability

Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.

Throughput: 31.2 tok/s; Faster than 20% of 250 models
Time to first token: 1.9 s; Quicker than 80% of 250 models
Prompt cache hits: 0.0%
Request success (24h): 68.0%

Cache hits are the share of input tokens recently served from a prompt cache across all requests. They are not a forecast of your own hit rate.

Developers

Use it through the API

Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.

Read the quickstart

curl https://www.noumen.xyz/api/v1/chat/completions \
  -H "Authorization: Bearer $NOUMEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "Sao10K/L3-8B-Stheno-v3.2",
    "messages": [{ "role": "user", "content": "Explain this stack trace." }]
  }'

import os
from openai import OpenAI

client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
    model="Sao10K/L3-8B-Stheno-v3.2",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)