AI MODEL AND LLM FINE-TUNING SERVICES

Fine-tune Foundational Models and LLMs using human feedback for AI Safety

BUNCH allocates managed teams to iteratively improve your multimodal models and LLMs for breadth and depth by honing in on a task-specific dataset. Our specialists provide feedback in the form of weight adjustments, labeling for sentiment, grammar, data, and other corrections, avoiding overfitting and ensuring safety guardrails are maintained with accuracy within the model's designed boundaries, improving its performance.

Our managed teams interpret industry-specific signals to refine confidence scores and optimize output accuracy. We handle both large and small models, supervising complex tasks like training on smaller and more specific datasets in order for the base model to perform on a wider range of topics with precision.

Safety improvements are ensured through a triple pass of rare output flags, edge cases, and branches within the input-output schema.

Pay per project, on a recurring basis, or by FTE
Full-managed teams. You set your terms and our Project Managers (PMs) delivery against your goals

Get a proposal in less than 24 hours

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TRUST AND SAFETY ON AI MODELS

Keep Your Outputs Aligned, Ethical, and Compliant

Understand the true nature of your model. Without iterative audits, evaluation, or tuning, your model is left in the dark, vulnerable to undesirable outputs and at risk of perpetuating errors. We utilize proven iterative methods, combining the right human talent with precise feedback loops, to ensure your LLMs and models are properly calibrated and guided towards delivering the best, clearest outputs for your users.

Using iterative background prompts, your model will gravitate towards the originally designated output within its safety boundaries, moving closer to the value your users expect, and keeping responses in context.

We train our teams against your safety guidelines
Our specialists work 24/7 across time zones, securing unmatched turnaround times.
We utilize double-pass QA audits in all our interactions recorded

Trusted by

Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
RaptorMaps
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
RaptorMaps
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
RaptorMaps
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
RaptorMaps
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
RaptorMaps
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
RaptorMaps
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky

High Accuracy LLM Fine-Tuning Outsourcing Services

High-Touch Project Management

High-Touch Project Management

Receive instant response, feedback and support from our dedicated 24/5 account management team

Flexible Pricing

Flexible Pricing

Get a custom plan with elastic pricing models that fit your model size, dataset, and industry-specific uses

Scalable Workforce

Scalable Workforce

The size of your safety specialist team can grow with your model's evolution with user input, dataset size, and expanded capabilities

Accuracy Culture

Accuracy Culture

Continuous training and rigorous QA complemented by double-pass techiques secure the highest accuracy

In-House Labelers

In-House Specialists

Our specialists have experience in testing AI models and advanced LLMs across many industries, sizes, and capabilities

Project Calibration

Project Calibration

We will produce a demo project and come back to you with proposed productivity estimates and quality thresholds

Dashboard Mastery

Dashboard Mastery

Our exposure to different dashboards enables us to handle high-volume exceptional efficiency standards

Your Data is Yours

Your Data is Yours

We permanently delete all data and model interactions upon completion of milestones. Our in-house team is under strict NDA to protect your business confidentiality.

Compliance Above Standards

Compliance Above Standards

We meet international compliance standards for data handling and processing, security, confidentiality, and privacy

Testimonials

Orane Cole
Orane Cole
CEO, Case Easy
The BUNCH team has played a crucial role in our recruitment efforts over the years by sourcing top candidates who align with our long-term objectives, all at an affordable rate. The team offers localized management of payroll and taxes for our international team members, and they also provide a local community where
(read more)
Tommy Mahnken
Tommy Mahnken
VP of Creative Services, Local Daily Media
BUNCH has provided comprehensive and excellent service. They seem to train their employees quite well and each one we have worked with was well trained by the previous employee. I feel confident that if the employee assigned to us has to move on to a different job, the next one can step in without missing
(read more)
Gabriel Taylor
Gabriel Taylor
CEO, Bearfoot Capital
BUNCH has supported Bearfoot Capital for years with extensive web design work, consistently producing quality resources. They are extremely responsive and diligent in managing projects. I highly recommend BUNCH's professional services...
(read more)
Lenny Merle
Lenny Merle
Head of AI, Tagwalk
Working with BUNCH was a fantastic experience. Their team created highly accurate masks for our fashion segmentation project, excelling at identifying nuanced fashion attributes. Their attention to detail and precision significantly enhanced our AI model’s performance. Highly recommended!...
(read more)
Harry Hunt
Harry Hunt
Head of Support, Cyclr
Just wanted to say what a relief it’s been to see every single ticket answered since the original setup. Such a load off to not have to police it. Thanks guys!
(read more)
Brenda Adams
Brenda Adams
VP, Content Operations at Bitvore
We cannot speak highly enough about our partnership with BUNCH. They exceeded our expectations as an outsourcing partner, seamlessly integrating with our teams and processes. Their efficient programs allowed us to adjust team sizes to accommodate fluctuating volumes, enabling our internal teams to focus on more value-added work...
(read more)

Kickstart Your AI SAFETY Project in days, Not Months

Share your challenge with us and we will send you a quote personally in less than 24 hours.

Get a proposal in less than 24 hours

Thank you! Your submission has been received!
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LLM Fine-Tuning Services Pricing

Full-Time Agents
$1,400 to $1,950/mo
  • Full-time dedicated agents
  • Complimentary QA audits
  • Custom shifts or 24/7

We reinvented the outsourcing model with flexibility in mind.

We set full-time teams and work on one-time projects of all sizes.