Instructions to use chatpbc1/chatpbc-v33 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use chatpbc1/chatpbc-v33 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="chatpbc1/chatpbc-v33")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("chatpbc1/chatpbc-v33") model = AutoModelForCausalLM.from_pretrained("chatpbc1/chatpbc-v33", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use chatpbc1/chatpbc-v33 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "chatpbc1/chatpbc-v33" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chatpbc1/chatpbc-v33", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/chatpbc1/chatpbc-v33
- SGLang
How to use chatpbc1/chatpbc-v33 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "chatpbc1/chatpbc-v33" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chatpbc1/chatpbc-v33", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "chatpbc1/chatpbc-v33" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chatpbc1/chatpbc-v33", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use chatpbc1/chatpbc-v33 with Docker Model Runner:
docker model run hf.co/chatpbc1/chatpbc-v33
ChatPBC V3.3: Your Agile AI Business Consultant
Developed by Mik Tse Agency
ChatPBC V3.3 is a highly intelligent and conversational AI business consultant, meticulously developed by Mik Tse Agency to provide fast, efficient, and actionable advice. While sharing the core mission of its V4 counterpart, V3.3 is optimized for real-time interactions, making it an ideal partner for dynamic business environments where quick insights are paramount. Trained on over 50,000 business consulting examples, V3.3 offers a professional and strategic approach to problem-solving, always remembering the full conversation context to build naturally on previous discussions.
Intelligent, Conversational, and Actionable
ChatPBC V3.3 is engineered to be a responsive and empathetic guide in your business journey. Its key attributes include:
- Fast and Efficient Responses: Optimized for speed, V3.3 delivers timely insights without compromising on quality, perfect for quick decision-making.
- Full Conversation Memory: It retains and leverages the entire conversation history, ensuring continuity and relevance in its advice, allowing for natural, multi-turn dialogues.
- Warm, Professional, and Strategic Tone: V3.3 interacts with users in a manner that is both approachable and authoritative, greeting users, asking pertinent follow-up questions, and demonstrating empathy when businesses face challenges.
- Actionable Advice: The recommendations provided by V3.3 are practical and designed for immediate application, helping users translate insights into tangible business improvements.
- Efficient Web Research & Data Summarization: ChatPBC V3.3 can quickly perform targeted web research to gather relevant information and summarize key findings, providing rapid, informed responses to support agile decision-making.
Industry Coverage
ChatPBC V3.3 offers comprehensive expertise across the same 26 diverse industries as V4, ensuring specialized guidance for a broad range of business needs:
- Technology
- Finance
- Healthcare
- Retail
- Manufacturing
- Energy
- Telecom
- Automotive
- Real Estate
- Media
- Travel
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- Government
- Consulting
- Logistics
- Marketing
- Human Resources
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- Non-profit
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- Aerospace & Defense
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- Environmental Services
ChatPBC V3.3 vs. General AI Assistants
| Feature | ChatPBC V3.3 | General AI Assistants |
|---|---|---|
| Domain Expertise | Highly specialized in business consulting | Broad, general knowledge |
| Response Speed | Optimized for fast, real-time responses | Variable, often slower for complex queries |
| Actionability | Practical, actionable advice | General advice, may lack specific implementation steps |
| Context Retention | Full multi-turn conversation memory | Limited or short-term context awareness |
| Industry Specificity | Expert knowledge across 26 industries | Generic responses, less industry-specific nuance |
| Training Data | 50,000+ business consulting examples | Vast, unspecialized internet data |
| Web Research | Efficient, targeted data summarization from web | Limited or no real-time web research |
| Tone & Empathy | Warm, professional, empathetic consultant | Factual, sometimes robotic, less empathetic |
Strengths
- Real-time Insights: Delivers quick and relevant advice, ideal for dynamic business challenges.
- Strong Conversational Flow: Engages in natural, human-like dialogue, fostering a productive consulting experience.
- Practical Recommendations: Focuses on providing advice that can be directly implemented.
- Broad Industry Knowledge: Capable of offering specialized guidance across a wide range of sectors.
- Agile Web Research: Quickly gathers and summarizes information for rapid decision support.
Weaknesses
- Less Depth than V4: While strategic, its responses are generally more concise compared to the extensive analysis of V4.
- Not a Decision-Maker: Provides guidance and recommendations, but final decisions rest with the user.
- No Real-time Data Access (Internal): While it can perform web research, it does not have direct, internal access to proprietary real-time financial feeds or internal company data unless provided.
ChatPBC V3.3 is your agile partner for navigating the complexities of the modern business world, providing intelligent, strategic guidance with speed and precision.
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