Skip to main content
ToolPotion
AI Advisor
Submit a Tool (Free)

MiniCPM-V-4.7-35B-A3B-DSpark

No ratings yet
LLMsAI Models & LLMsOpen source · Web

MiniCPM-V-4.7-35B-A3B-DSpark is a DSpark draft checkpoint model designed for pairing with MiniCPM-V-4.7-35B-A3B. It supports vision and text prompts, offering advanced capabilities in various domains.

Visit Website
Share
MiniCPM-V-4.7-35B-A3B-DSpark screenshot
MiniCPM-V-4.7-35B-A3B-DSpark screenshot

Description

MiniCPM-V-4.7-35B-A3B-DSpark is a sophisticated DSpark draft checkpoint model developed for seamless integration with MiniCPM-V-4.7-35B-A3B and its tokenizer. This model is tailored to handle a variety of tasks across different domains, including Vision, Text, Math, and Code. It is trained using a mixture of Vision and Text prompts, ensuring versatility in application.

Read More

The model features five draft layers and 389,223,169 draft parameters, with a draft token capacity of 15 per forward pass. It is designed with target hidden-state layers at specific intervals, enhancing its processing capabilities. The checkpoint precision is set at BF16, optimizing performance and efficiency.

Training involved generating responses from MiniCPM-V-4.7-35B-A3B using a comprehensive training recipe that includes 2 million training sequences over six epochs. The optimizer used is AdamW, with objectives focusing on CE, L1, and confidence loss.

Evaluation of the model is conducted across various domains, such as MathVista and OCRBench, with acceptance lengths ranging from 3.501 to 7.387. This ensures the model's robustness and adaptability to different tasks.

Despite its advanced capabilities, the model has limitations. It lacks autonomous intent and its outputs are based on statistical patterns, which may lead to inaccuracies or biases. Users are advised to employ the model ethically and configure appropriate safeguards.

  • CategoryAI Models & LLMs
  • Pricing ModelOpen source
  • DeploymentCloud
  • PlatformsWeb

MiniCPM-V-4.7-35B-A3B-DSpark Highlights

  • DSpark draft checkpoint model

  • Integration with MiniCPM-V-4.7-35B-A3B

  • Vision and Text prompt support

  • Five draft layers

  • 389,223,169 draft parameters

  • BF16 checkpoint precision

  • 2 million training sequences

  • Evaluation across multiple domains

Getting Started with MiniCPM-V-4.7-35B-A3B-DSpark

  1. Access model page: Visit the Hugging Face website

  2. Authenticate: Log in to your Hugging Face account

  3. Configure: Set up the model parameters as needed

  4. Send prompts: Input Vision or Text prompts

  5. Fine-tune: Adjust model settings for specific tasks

MiniCPM-V-4.7-35B-A3B-DSpark's Use Cases

  • Vision Processing
  • Text Analysis
  • Mathematical Computation
  • Code Generation
  • Multimodal Integration

FAQ from MiniCPM-V-4.7-35B-A3B-DSpark

From OpenBMB

MiniCPM-V-4.7-35B-A3B-DSpark Reviews

MiniCPM-V-4.7-35B-A3B-DSpark Reviews

Loading...

Popular AI Tools Like MiniCPM-V-4.7-35B-A3B-DSpark

Step 3.7 Flash

LLMs

Step 3.7 Flash is a sparse Mixture-of-Experts vision-language model designed for high-frequency production workloads. It combines a language backbone with a vision encoder to…

AI Models & LLMs
View Tool

Step 3.7 Flash

LLMs

Sparse Mixture-of-Experts vision-language model designed for high-frequency production workloads. It combines a language backbone with a vision encoder to…Step 3.7 Flash is a sparse Mixture-of-Experts vision-language model designed for high-frequency production workloads. It combines a language backbone with a vision encoder to…

AI Models & LLMs
See the Top 50 LLMs

K2-Horizon-MoVA-36B-A4B

LLMs

K2-Horizon-MoVA-36B-A4B is a Mixture-of-Experts model with Mixture-of-Values attention, storing 36 billion parameters. It offers frontier-class results with 4 billion active…

AI Models & LLMs
View Tool

K2-Horizon-MoVA-36B-A4B

LLMs

Mixture-of-Experts model with Mixture-of-Values attention, storing 36 billion parameters. It offers frontier-class results with 4 billion active…K2-Horizon-MoVA-36B-A4B is a Mixture-of-Experts model with Mixture-of-Values attention, storing 36 billion parameters. It offers frontier-class results with 4 billion active…

AI Models & LLMs
See the Top 50 LLMs

DeepSeek-V4-Pro-0813

LLMs

DeepSeek-V4-Pro-0813 is an advanced language model designed to enhance agentic capabilities and performance in production environments. It builds upon the DeepSeek-V4-Pro…

AI Models & LLMs

Ranked #6 in LLMs

View Tool

DeepSeek-V4-Pro-0813

LLMs

Advanced language model designed to enhance agentic capabilities and performance in production environments. It builds upon the DeepSeek-V4-Pro…DeepSeek-V4-Pro-0813 is an advanced language model designed to enhance agentic capabilities and performance in production environments. It builds upon the DeepSeek-V4-Pro…

AI Models & LLMs
Ranked #6 in LLMs

DeepSeek-V4.1-Flash-1017

LLMs

DeepSeek-V4.1-Flash-1017 is an updated version of the DeepSeek model, enhancing reasoning, coding, and visual benchmarks. It reduces task execution time and output length,…

AI Models & LLMs

Ranked #7 in LLMs

View Tool

DeepSeek-V4.1-Flash-1017

LLMs

Updated version of the DeepSeek model, enhancing reasoning, coding, and visual benchmarks. It reduces task execution time and output length,…DeepSeek-V4.1-Flash-1017 is an updated version of the DeepSeek model, enhancing reasoning, coding, and visual benchmarks. It reduces task execution time and output length,…

AI Models & LLMs
Ranked #7 in LLMs

Spark-X2.5-4B

LLMs

Spark-X2.5-4B is a compact, general-purpose language model designed for efficiency and accessibility. It supports over 200 languages and excels in tasks like conversation,…

AI Models & LLMs

Ranked #23 in LLMs

View Tool

Spark-X2.5-4B

LLMs

Compact, general-purpose language model designed for efficiency and accessibility. It supports over 200 languages and excels in tasks like conversation,…Spark-X2.5-4B is a compact, general-purpose language model designed for efficiency and accessibility. It supports over 200 languages and excels in tasks like conversation,…

AI Models & LLMs
Ranked #23 in LLMs

DeepSeek-V4-Flash-0731

LLMs

DeepSeek-V4-Flash-0731 is an advanced language model that enhances agentic capabilities. It outperforms previous versions and is competitive with top proprietary models, offering…

AI Models & LLMs

Ranked #16 in LLMs

View Tool

DeepSeek-V4-Flash-0731

LLMs

Advanced language model that enhances agentic capabilities. It outperforms previous versions and is competitive with top proprietary models, offering…DeepSeek-V4-Flash-0731 is an advanced language model that enhances agentic capabilities. It outperforms previous versions and is competitive with top proprietary models, offering…

AI Models & LLMs
Ranked #16 in LLMs

Ornith-1.5-35B-A3B

LLMs

Ornith-1.5-35B-A3B is a mid-size mixture-of-experts model designed for advanced coding and reasoning tasks. It outperforms similar models in benchmarks, offering efficient…

AI Models & LLMs
View Tool

Ornith-1.5-35B-A3B

LLMs

Mid-size mixture-of-experts model designed for advanced coding and reasoning tasks. It outperforms similar models in benchmarks, offering efficient…Ornith-1.5-35B-A3B is a mid-size mixture-of-experts model designed for advanced coding and reasoning tasks. It outperforms similar models in benchmarks, offering efficient…

AI Models & LLMs
See the Top 50 LLMs

Mistral-Small-3.1-24B-Instruct-2503

AI Models

Mistral-Small-3.1-24B-Instruct-2503 is an advanced AI model with 24 billion parameters, offering state-of-the-art vision and text capabilities. It supports long context…

AI Models & LLMs
View Tool

Mistral-Small-3.1-24B-Instruct-2503

AI Models

Advanced AI model with 24 billion parameters, offering state-of-the-art vision and text capabilities. It supports long context…Mistral-Small-3.1-24B-Instruct-2503 is an advanced AI model with 24 billion parameters, offering state-of-the-art vision and text capabilities. It supports long context…

AI Models & LLMs
See the Top 5 AI Models
1 of 8