Keepsake

Keepsake

Replicate
Tinker

Tinker

Thinking Machines Lab
Keepsake Tinker

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Keepsake:

About

Keepsake is an open-source Python library designed to provide version control for machine learning experiments and models. It enables users to automatically track code, hyperparameters, training data, model weights, metrics, and Python dependencies, ensuring that all aspects of the machine learning workflow are recorded and reproducible. Keepsake integrates seamlessly with existing workflows by requiring minimal code additions, allowing users to continue training as usual while Keepsake saves code and weights to Amazon S3 or Google Cloud Storage. This facilitates the retrieval of code and weights from any checkpoint, aiding in re-training or model deployment. Keepsake supports various machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, and XGBoost, by saving files and dictionaries in a straightforward manner. It also offers features such as experiment comparison, enabling users to analyze differences in parameters, metrics, and dependencies across experiments.
Tinker:

About

Tinker is a training API designed for researchers and developers that allows full control over model fine-tuning while abstracting away the infrastructure complexity. It supports primitives and enables users to build custom training loops, supervision logic, and reinforcement learning flows. It currently supports LoRA fine-tuning on open-weight models across both LLama and Qwen families, ranging from small models to large mixture-of-experts architectures. Users write Python code to handle data, loss functions, and algorithmic logic; Tinker handles scheduling, resource allocation, distributed training, and failure recovery behind the scenes. The service lets users download model weights at different checkpoints and doesn’t force them to manage the compute environment. Tinker is delivered as a managed offering; training jobs run on Thinking Machines’ internal GPU infrastructure, freeing users from cluster orchestration.
Keepsake:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Tinker:

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Keepsake:

Audience

Developers in need of a tool to manage their code and enhance the efficiency of their workflows
Tinker:

Audience

AI researchers and ML engineers requiring a solution to experiment with fine-tuning open source language models while outsourcing infrastructure complexity
Keepsake:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Tinker:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Keepsake:

API

Offers API Supported
Tinker:

API

Offers API Supported
Keepsake:

Screenshots and Videos

Tinker:

Screenshots and Videos

Keepsake:

Pricing

Free
Free Version Supported
Free Trial Not Supported
Tinker:

Pricing

No information available.
Free Version Supported
Free Trial Not Supported
Keepsake:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Tinker:

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software
Keepsake:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Tinker:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Keepsake:

Company Information

Replicate
United States
keepsake.ai/
Tinker:

Company Information

Thinking Machines Lab
United States
thinkingmachines.ai/tinker/
Keepsake:

Alternatives

Tinker:

Alternatives

Inkling

Inkling

Thinking Machines Lab
Keepsake:
TensorBoard

TensorBoard

Tensorflow
Tinker:
Keepsake:
Tinker:
Gemini platform

Gemini platform

Google
4.3 out of 5 stars
Keepsake:
Tinker:
Amazon Nova Forge

Amazon Nova Forge

Amazon
5.0 out of 5 stars
Keepsake:
Tinker:
Keepsake:

Categories

Tinker:

Categories

Keepsake:

Integrations

Python Supported
Amazon S3 Supported
Google Cloud Storage Supported
Inkling Not Supported
Inkling 2 Small Not Supported
Inkling-Small Not Supported
JSON Supported
Llama 3 Not Supported
Llama 3.1 Not Supported
Llama 3.2 Not Supported
Llama 3.3 Not Supported
PyTorch Supported
Qwen Not Supported
Qwen3 Not Supported
TensorFlow Supported
scikit-learn Supported
Tinker:

Integrations

Python Supported
Amazon S3 Not Supported
Google Cloud Storage Not Supported
Inkling Supported
Inkling 2 Small Supported
Inkling-Small Supported
JSON Not Supported
Llama 3 Supported
Llama 3.1 Supported
Llama 3.2 Supported
Llama 3.3 Supported
PyTorch Not Supported
Qwen Supported
Qwen3 Supported
TensorFlow Not Supported
scikit-learn Not Supported
Keepsake:
Claim Keepsake and update features and information
Claim Keepsake and update features and information
Tinker:
Claim Tinker and update features and information
Claim Tinker and update features and information