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Lamini

Lamini On-Demand

Up to $300 in credits
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Get $300 in free credits to run LLM tuning and inference on Lamini's GPU cluster, no commitments.

Lamini On-Demand is a pay-as-you-go platform for LLM tuning and inference on GPUs. You get $300 in free credits upfront—enough to test inference at $0.50 per million tokens or tuning at $1 per GPU step. The platform handles structured JSON outputs natively and lets you scale across multiple GPUs for faster training runs. Credits apply to both services and don't expire while your account is active, though they're account-specific and non-transferable. The main catch: credits only cover On-Demand usage; if you need reserved capacity or on-premise deployment, you're looking at separate licensing. Best for teams actively building or fine-tuning LLMs who want to validate performance before committing to larger spend.

Program details

Tier 1

On-Demand Pay-as-you-go

Access GPU tuning and inference with $300 free credit and simple usage-based pricing.

$300

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Application difficulty: Easy Benefits: Standard Duration: Until credits are exhausted

Benefits

  • $300 free credit upon signup
  • $0.50 per million inference tokens
  • $1 per tuning step per GPU (linear scaling)
  • Memory Tuning for mixture-of-experts models
  • Burst tuning across multiple GPUs

Eligibility

  • New and existing Lamini users
  • No long-term commitments required

How to apply

  1. 1

    Create a Lamini account

    Sign up on the Lamini platform to automatically receive $300 in free credit.

    Sign Up →
  2. 2

    Run your first job

    Start a tuning or inference job in the On-Demand dashboard to utilize your free credit.

    Use Now →
Apply for On-Demand Pay-as-you-go →

Pros

  • ✓ $300 free credits with no equity or long-term contract required
  • ✓ Transparent per-token inference pricing ($0.50/M tokens) and linear GPU scaling for tuning
  • ✓ Native JSON output and memory tuning for mixture-of-experts models included

Cons

  • ✗ Credits are account-locked and expire if account is inactive for extended periods
  • ✗ No reserved capacity discount or volume pricing visible in free tier
  • ✗ Limited to On-Demand infrastructure; enterprise features require separate negotiation

Frequently asked questions

How do I redeem the $300 free credit?
The $300 free credit is automatically applied to your Lamini account after signing up or logging in to the On-Demand platform.
Does the free credit expire?
There is no specified expiration date; credits remain valid until they are fully used.
What are the rates after the free credit?
Inference costs $0.50 per million tokens, and tuning costs $1 per step on one GPU, scaling linearly with additional GPUs.
Can I purchase more credit?
Yes, you can buy additional credits in $100 increments from your account dashboard.
Are there other deployment options?
For larger or dedicated workloads, Lamini offers Reserved GPU clusters and Self-Managed licenses for on-premise or air-gapped environments.

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Tags

#ai #gpu #llm #cloud #api
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