Flexible pricing
Pay per run, or save up to 30% on every run with BeaverYard Pro. Memberships also include Priority Processing and priority support.
Validate before you pay — failed runs cost nothing
Fine-tune any LLM.
Flexible pricing.
Download your adapter.
Upload your dataset, get a free eligibility check, and pay only when your run qualifies. Adapter weights and plain-language guides ship with every completed run. Save up to 30% per run with BeaverYard Plus and Pro. No hosted inference. Yours to deploy anywhere.
Free validation on every uploadRuns from $5LLaMA · Mistral · GemmaAPI access available
Simple workflow
From dataset to adapter in five steps
1
Upload dataset
JSONL format, any size within published limits.
2
Free validation
Format, size, token count, and record limits — checked before payment.
3
Review & pay
See your assigned tier and exact price. Pay only when eligible.
4
Training runs
We fine-tune using a standardized recipe with the base model you chose.
5
Download artifacts
Adapter weights and two customer guides. Yours within 7 days.
What makes BeaverYard different
Built around your workflow,
not ours
Validate before you pay
Format errors, size overages, token caps, record limits — all checked before we ask for payment. Failed validations cost nothing.
Download-first delivery
Your adapter weights and config files are yours to download and run on any compatible infrastructure. No platform lock-in.
Customer guides included
Every run ships with a Training Focus Summary and Usage Guidelines — plain-language docs on what your adapter learned and how to use it.
PEFT-compatible adapters
Adapter weights and config ship in standard PEFT format — ready for popular inference frameworks and your existing workflow out of the box.
API access available
API access is available for every run. Integrate fine-tuning runs directly into your pipeline without touching the dashboard.
BeaverYard Plus and Pro
For repeat users who want savings built in
Save 20% to 30% on every run, get Priority Processing automatically, and reach support faster. PAYG still stays available whenever you want zero recurring commitment.
Memberships
Save 20–30% on every run
- Save 20–30% on every run
- Priority Processing included
- Priority support
Pay-as-you-go
Runs from $5
No commitment. Pay only when your run qualifies.
- Runs from $5
- Free validation on every upload
- No commitment
Deliverables
Everything you need after training
Three artifacts per completed run. Available to download for 7 days from completion.
Adapter package
- adapter_model.safetensors
- adapter_config.json
- PEFT-compatible format
- Run on any compatible host
Training Focus Summary
- What your adapter learned
- Behavioral changes to expect
- Recommended next steps
- Plain language, no jargon
Usage Guidelines
- How to load your adapter
- How to run inference tests
- Where it performs well
- Where it may struggle
Our commitments
Designed for transparency,
not complexity
Zero-risk validation
Validation runs before payment. If your dataset fails any limit check — format, size, token count, or record cap — you owe nothing. Not even a processing fee.
You own your artifacts
We don’t host your model, resell your training data, or lock you into a proprietary format. Your adapter weights run on any PEFT-compatible stack.
Fully transparent pricing
Pricing is published. Assignment is automatic based on dataset size and token count. You see the final price before you pay — no negotiation, no hidden tiers.
Clear data handling
Data is processed in us-east-1 (AWS). Datasets and artifacts are automatically deleted after your 7-day retention window. Early deletion available on request.
Transparent pricing
Reference tier bands. No guessing.
BeaverYard assigns the right PAYG band automatically after upload and validation. The higher required tier wins when dataset size and token count disagree.
Launch
Datasets up to 300 MB · Up to 9.5M tokens
$5–$9/ run
- Adapter weights + config
- Training Focus Summary
- Usage Guidelines
- 7-day download window
- API access available
- Base PAYG pricing
Orbit
Datasets 300–600 MB · Up to 12M tokens
$15–$25/ run
- Adapter weights + config
- Training Focus Summary
- Usage Guidelines
- 7-day download window
- API access available
- Base PAYG pricing
Displayed ranges are planning bands. Final tier assignment happens automatically after upload and validation.
Common questions
Everything you need to know
BeaverYard is a fine-tuning service for open-source LLMs. You upload a JSONL dataset, we validate it against published limits before charging you, run the training job, and deliver downloadable adapter weights and customer guides.
Get started today
Ready to train your custom model?
Upload your dataset, get a free eligibility check, and pay only when your run qualifies. Runs start at $5.
Pay per run · Or save 30% with BeaverYard Pro · Validation is always free