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Gradient.AI—Simple web APIs for private LLMs.
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Simple web APIs for private LLMs.
Most popular alternative: AppsMakerStore (292 saves)
By unverified author Claim this AI
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Gradient is a powerful tool that provides everyday AI capabilities through simple web APIs. It allows users to fine-tune and generate completions on state-of-the-art open source models like Llama2 with just a single line of code.
With Gradient, users can customize and deploy their own private LLMs (Language Model Models) via a web API, ensuring complete control and privacy over their models.
The tool supports multiple programming languages such as JavaScript, Python, and Java, making it accessible to developers using various tech stacks.One of the key features of Gradient is its ability to enable fine-tuning of models, allowing users to personalize the models for their specific use cases by defining the desired data and selecting the base model.
The tool takes care of the rest, automating the process and simplifying model development. Additionally, Gradient's web APIs are backed by state-of-the-art open-source models, including highly powerful and unlocked models like Llama2 70B, Nous Hermes 2, and LlamaCoder.Unlike other AI development platforms, Gradient eliminates the need for infrastructure management and deployment complexities.
Users can seamlessly integrate private LLMs into their applications with a single API call, without worrying about deployment hassles or orchestrating infrastructure.
Overall, Gradient empowers developers to build and own their AI tools and applications while leveraging advanced AI capabilities.
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August 14, 2023
Initial release of Gradient.AI.
Pricing
Pricing model
Freemium
Paid options from
Free tier available
Billing frequency
Pay-as-you-go
Apps
1,356
No ratingsPrompts & Results
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Gradient.AI was manually vetted by our editorial team and was first featured on August 29th 2023.
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Pros and Cons
Pros
Customizable completion generation
Supports multiple programming languages
Facilitates private LLMs
Automates model development
Eliminates infrastructure management
Single line of code deployment
State-of-the-art open-source models
Fine-tuning capabilities
Personalized models
API backed models
Out-of-the-box Production Grade
Exposes unlocked models
SOC2 compliant applications
Javascript, Python, and Java support
Highly powerful OSS models
Optimal for high frequency, low latency interactions
Model supports narrative and reasoning capabilities
User ownership over models
Single API call integration
View 14 more pros
Cons
Limited to web API
No infrastructure control
No GUI interface
Limited model selection
Single line coding restriction
Possibly complex fine-tuning
Only supports a few languages
SOC2 compliance issues
No detailed documentation available
View 4 more cons
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Q&A
What is Gradient.AI?
Gradient.AI is a developer tool that provides everyday AI capabilities via simple web APIs. It's used for customizable completion generation and allows users to fine-tune and generate completions on a range of open-source models like Llama2. It offers users the ability to customize and deploy their private Language Model Models (LLMs) through a web API.
What is customizable completion generation in Gradient?
In Gradient, customizable completion generation refers to its ability to generate outputs based on the information processed by a model. With just a single line of code, developers can tailor model completions to better fit their specific need.
How can I fine-tune models with Gradient?
On Gradient, models can be fine-tuned easily by defining the data and selecting the base model. The tool handles the complexities of the fine-tuning process, permitting users to personalize models for their specific use cases.
How can I generate completions on models like Llama2 using Gradient?
With Gradient, generating completions on models like Llama2 involves just a single line of code. Users can fine-tune the models for their use cases, define the desired data, and select the base model. The rest of the process is automated by Gradient.
What open source models does Gradient support?
Gradient supports multiple open-source models, including but not limited to highly powerful and unlocked models like Llama2 70B, Nous Hermes 2, and LlamaCoder.
Can I deploy my own Language Model Models (LLMs) using Gradient?
Yes, with Gradient, users can customize and deploy their own private LLMs via a web API. This provides users with complete control and privacy over their models.
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