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  1. Models
  2. Text
  3. Doctor Shotgun

MS3.2 24B Magnum Diamond

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.

Added Nov 24, 2025

Pricing

Auto routing · per 1M tokens
Input
$0.493
Output
$0.493
Cache read
$0.246
Compare provider prices

Specifications

Context window
16.4K
Max output
32.8K
Parameters
24B

Benchmarks

Leaderboard results

BenchmarkScoreRank on NanoGPT
UGI Leaderboard

UGI Leaderboard data, Apache-2.0 · Updated Oct 16, 2026

UGI Score

22.8

#123 of 149

UGI Willingness

2.2

#113 of 149

UGI Writing

35.9

#105 of 149

Filtered and ranked to models on NanoGPT.

Providers

Auto routing is available for this model. Explicit provider selection is not available.

Auto
Auto
Recommended
$0.493$0.493$0.246N/AN/A
Batch API
ProviderInputOutputCached input
Auto
AutoDoctor-Shotgun/MS3.2-24B-Magnum-Diamond
$0.493/M$0.493/M$0.246/M

Batch rows for this model use normal routing and cost the same as standard API requests. Set provider in a row to choose a provider.

Reliability

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Compare MS3.2 24B Magnum Diamond with similar models from the same provider or model family.

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Mistral Small 3 24B (2501)

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The Drummer Magidonia 24B v4.3

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The Drummer Cydonia 24B v4

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