Mistral · Open weights

MS3.2 24B Magnum Diamond

Added Nov 24, 2025Open weights

rsLoRA finetune of a text-only conversion of Mistral Small 3.2 24B Instruct (2506), built to bring the Magnum mix's Claude-like prose to a smaller footprint. The "Diamond" moniker nods to the extra heat and pressure - pre-tokenization plus custom loss masking - to turn the assistant-tuned base into creative-writing gems, with or without character names or prefill.

Input: Text
Output: Text
Discovery tier: Open weights

Pricing

USD per 1M tokens

Input: $0.49
Output: $0.49

Reference prices as published by the model provider. API example

Specifications

Context window: 32.8K
Max output: —
Average output (7 days): 97 tokens; Longer than 9% of 468 models

Side by side

MS3.2 24B Magnum Diamond compared

Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.

Limits
	MS3.2 24B Magnum DiamondMistralThis model	WizardLM-2 8x22BmicrosoftRemove
Provider	Mistral	microsoft
Discovery tier	Open weights	Open weights
Added	Nov 24, 2025	Apr 15, 2025
Context window	32.77K	65.54KBest
Max output	—	8.19K
Average output	97 tokens	—
Pricing, USD per 1M tokens
Input	$0.49	$0.49
Output	$0.49	$0.49
Performance
Throughput	17.3 tok/s	—
Time to first token	19.8 s	—
Request success (24h)	59.3%	—
Capabilities
PDF input	No	Yes
Reasoning effort	—	—

Public evaluations

Benchmarks

There are no public benchmark results for these models 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: 17.3 tok/s; Faster than 9% of 253 models
Time to first token: 19.8 s; Quicker than 1% of 253 models
Request success (24h): 59.3%

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": "Doctor-Shotgun/MS3.2-24B-Magnum-Diamond",
    "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="Doctor-Shotgun/MS3.2-24B-Magnum-Diamond",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

Mistral

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