Dria-Agent-a-3B

A large language model based on the Qwen2.5-Coder series, focused on agent applications.

CommonProductProgrammingLarge Language ModelAgent Applications

Dria-Agent-a-3B is a large language model based on the Qwen2.5-Coder series, specifically tailored for agent applications. It employs a Pythonic approach to function calling, featuring advantages such as concurrent multi-function calls, free-form reasoning and actions, and instant complex solution generation. The model has excelled in various benchmarks, including the Berkeley Function Calling Leaderboard (BFCL), MMLU-Pro, and the Dria-Pythonic-Agent-Benchmark (DPAB). It has 3.09 billion parameters and supports the BF16 tensor type.

Supports concurrent multi-function calls
enhancing interaction efficiency.
Enables free-form reasoning and actions
reducing output constraints tied to specific formats.
Can generate complex solutions instantly
implementing conditions and synchronized pipelines.
Achieved excellent results on multiple benchmarks
including BFCL
MMLU-Pro
and DPAB.

Designed for developers and researchers looking to utilize large language models in agent applications
it offers efficient function calling and advanced logic processing capabilities
making it ideal for scenarios that require quick development and deployment of intelligent agent systems.

In intelligent customer service systems
quickly respond to user requests and execute multiple operations.
Generate complex Python scripts for automating office processes
increasing work efficiency.
In education

1. Import necessary libraries
such as transformers.
2. Initialize the model using the pre-trained model and tokenizer.
3. Prepare system prompts and user queries
formatting the input as specified.

Visit

Dria-Agent-a-3B Visit Over Time

Monthly Visits

21315886

Bounce Rate

45.50%

Page per Visit

5.2

Visit Duration

00:05:02

Dria-Agent-a-3B Visit Trend

Dria-Agent-a-3B Visit Geography

Dria-Agent-a-3B Traffic Sources

Dria-Agent-a-3B Alternatives

Dria-Agent-a-7B — A large language model trained on the Qwen2.5-Coder series, focusing on agent applications.

Programming•Large Language Model•Programming Assistance

Dria-Agent-α — Dria-Agent-α is a large language model tool interaction framework based on Python.

Programming•Large Language Model•Python

Llama-3-Patronus-Lynx-8B-Instruct-Q4_K_M-GGUF — A quantized large language model based on a specific architecture, suitable for natural language processing tasks.

Programming•Large Language Model•Quantized Model

144

InternVL2_5-38B-MPO — The InternVL2.5-MPO series models are based on InternVL2.5 and Hybrid Preference Optimization, showcasing exceptional performance.

chatting•Multimodal•Large Language Model

108

Agent Laboratory — Agent Laboratory is an end-to-end autonomous research workflow designed to assist human researchers in implementing their research ideas.

Productivity•Research Assistance•Literature Review

138

InternVL2_5-26B-MPO-AWQ — An advanced multimodal large language model with exceptional reasoning capabilities.

Programming•Multimodal•Large Language Model

AnyParser Pro — AnyParser Pro is a large language model that can quickly and accurately extract content from PDF, PPT, and image files.

Productivity•Document Parsing•Large Language Model

144

VITA-1.5 — VITA-1.5: A GPT-4o level multimodal large language model for real-time visual and speech interaction.

Programming•Multimodal•Large Language Model

156

InternVL2_5-26B-MPO — A multimodal large language model that enhances the interaction between visual and linguistic data.

Image•Multimodal•Large Language Model

102

InternVL2_5-8B-MPO-AWQ — A multimodal large language model enhancing visual and linguistic interaction capabilities.

Image•Multimodal•Large Language Model

InternVL2_5-8B-MPO — A large multimodal language model showcasing exceptional overall performance.

Image•Multimodal•Large Language Model

114

HuatuoGPT-o1-8B — An advanced large language model for the medical field.

Others•Healthcare•Reasoning

HuatuoGPT-o1 — A large language model for complex reasoning in the medical field

Education•Medical•Complex Reasoning

126

InternVL2_5-4B-MPO-AWQ — A multimodal large language model designed to enhance image and text interaction capabilities.

Image•Multimodal•Large Language Model

InternVL2_5-4B-MPO — A multimodal large language model demonstrating exceptional overall performance.

Image•Multimodal•Large Language Model

Valley 2.0 — A multimodal large language model that enhances the ability to process text, image, and video data.

Others•Multimodal•Large Language Model

204

InternVL2_5-2B-MPO — Advanced multimodal large language model

Image•Multimodal•Large Language Model

InternVL2_5-1B-MPO — A multimodal large language model that enhances integrated understanding of visual and language data.

Productivity•Multimodal•Large Language Model

144

InternVL2-8B-MPO — Multimodal large language model, enhancing multimodal inference capabilities.

Productivity•multimodal•large language model

ExploreToM — A framework for generating diverse and challenging theory of mind data on a large scale.

Others•Theory of Mind•Data Generation

EXAONE-3.5-32B-Instruct-GGUF — A multilingual, high-performance large language model developed by LG AI Research.

Productivity•Large language model•Multilingual support

ChatHi — Multi-functional AI Intelligent Assistant Platform

chatting•Intelligent Assistant•Large Language Model

108

InternVL 2.5 — Open-source multimodal large language model series

Productivity•multimodal•large language model

InternVL2_5-4B — A multimodal large language model that integrates visual and language understanding.

Image•Multimodal•Large Language Model

InternVL2_5-2B — A multimodal large language model that supports deep interaction between images and text.

Image•Multimodal•Large Language Model

InternVL2_5-1B — A large multimodal language model that supports image and text understanding.

Image•Multimodal•Large Language Model

126

InternVL2_5-8B — A multimodal large language model supporting interaction understanding between images and text.

Image•Multimodal•Large Language Model

144

InternVL2_5-26B — A large multimodal language model that integrates visual and linguistic understanding.

Image•Multimodal•Large Language Model

156

InternVL2_5-78B — Advanced multimodal large language model series

Image•Multimodal•Large Language Model

138

Best AI Websites & Tools

Dria-Agent-a-3B

Dria-Agent-a-3B Visit Over Time

Dria-Agent-a-3B Visit Trend

Dria-Agent-a-3B Visit Geography

Dria-Agent-a-3B Traffic Sources

Dria-Agent-a-3B Alternatives

Dria-Agent-a-7B — A large language model trained on the Qwen2.5-Coder series, focusing on agent applications.

Dria-Agent-α — Dria-Agent-α is a large language model tool interaction framework based on Python.

Llama-3-Patronus-Lynx-8B-Instruct-Q4_K_M-GGUF — A quantized large language model based on a specific architecture, suitable for natural language processing tasks.

InternVL2_5-38B-MPO — The InternVL2.5-MPO series models are based on InternVL2.5 and Hybrid Preference Optimization, showcasing exceptional performance.

Agent Laboratory — Agent Laboratory is an end-to-end autonomous research workflow designed to assist human researchers in implementing their research ideas.

InternVL2_5-26B-MPO-AWQ — An advanced multimodal large language model with exceptional reasoning capabilities.

AnyParser Pro — AnyParser Pro is a large language model that can quickly and accurately extract content from PDF, PPT, and image files.

VITA-1.5 — VITA-1.5: A GPT-4o level multimodal large language model for real-time visual and speech interaction.

InternVL2_5-26B-MPO — A multimodal large language model that enhances the interaction between visual and linguistic data.

InternVL2_5-8B-MPO-AWQ — A multimodal large language model enhancing visual and linguistic interaction capabilities.

InternVL2_5-8B-MPO — A large multimodal language model showcasing exceptional overall performance.

HuatuoGPT-o1-8B — An advanced large language model for the medical field.

HuatuoGPT-o1 — A large language model for complex reasoning in the medical field

InternVL2_5-4B-MPO-AWQ — A multimodal large language model designed to enhance image and text interaction capabilities.

InternVL2_5-4B-MPO — A multimodal large language model demonstrating exceptional overall performance.

Valley 2.0 — A multimodal large language model that enhances the ability to process text, image, and video data.

InternVL2_5-2B-MPO — Advanced multimodal large language model

InternVL2_5-1B-MPO — A multimodal large language model that enhances integrated understanding of visual and language data.

InternVL2-8B-MPO — Multimodal large language model, enhancing multimodal inference capabilities.

ExploreToM — A framework for generating diverse and challenging theory of mind data on a large scale.

EXAONE-3.5-32B-Instruct-GGUF — A multilingual, high-performance large language model developed by LG AI Research.

ChatHi — Multi-functional AI Intelligent Assistant Platform

InternVL 2.5 — Open-source multimodal large language model series

InternVL2_5-4B — A multimodal large language model that integrates visual and language understanding.

InternVL2_5-2B — A multimodal large language model that supports deep interaction between images and text.

InternVL2_5-1B — A large multimodal language model that supports image and text understanding.

InternVL2_5-8B — A multimodal large language model supporting interaction understanding between images and text.

InternVL2_5-26B — A large multimodal language model that integrates visual and linguistic understanding.

InternVL2_5-78B — Advanced multimodal large language model series