Computer

AI Core Architecture

1. self
2. sekfflf
3. seffaefarggs
Robertish Tanslation Engine (RTE)
1. contact the LLM
2. ongoing set of guidelines
3. prompt
4. reply handing, db, file
5. routing, Social media, Landing Page 6. Kids Book

Google AI Studio or Vertex AI https://blog.google/technology/developers/introducing-gemini-cli-open-source-ai-agent/ -- 1,000 requests per day

Google - Gemini - DeepMind - Gemini CLI

Elon Musk, Xai - Grok - Optimus - Humanoid Robot

Moonshot - Kimi K2

OpenAI - Chat GPT -
Microsoft

Anthropic - Claude - Amazon AWS Cloud

DeepSeek - DeepSeek R1

Meta, Facebook - Meta AI

Mistral AI - Mistral Large

Alibaba - Qwen2.5-Max, Alibaba cloud

Nvidia
Baidu
Databricks - DBRX

Tencent - Hunyuan
Access Doubao via the Doubao app.

Doubao (LLM) is ByteDance’s family of large language models (LLMs), powering its AI chatbot, also named Doubao, designed to compete with models like OpenAI’s ChatGPT. Launched in August 2023, it supports text, audio, image, and video generation, with a focus on cost-efficiency and enterprise use.

- Doubao-1.5-Pro: Matches or outperforms GPT-4o and Claude 3.5 Sonnet in benchmarks. Priced at ~$0.11 per million input tokens, it’s up to 50x cheaper than competitors.

- Video Generation: Includes models like Doubao-PixelDance (10-second videos) and Doubao-Seaweed (30-second videos), leveraging Douyin and CapCut’s video expertise for lifelike clips from text/image prompts.

Tarsier2 is a large vision-language model (LVLM)

Local LLMs

* Consider trying 8-bit quantization as a test if runs

vLLM or Text Generation WebUI for GPU acceleration.

Textual Language Translation

Local Installation
Google - Gemma3n:e4b

Qwen3-30B-A3B Mistral AI - Mistral 7B
https://huggingface.co/mistralai/Mistral-7B-v0.1
https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1
https://huggingface.co/mistralai/Mistral-7B-v0.3
https://github.com/mistralai/mistral-src

Meta - Llama 3.2 8B (4-bit quantization)
https://huggingface.co/meta-llama/Llama-3.2-8B
https://huggingface.co/meta-llama/Llama-3.2-8B-Instruct
https://huggingface.co/unsloth/Llama-3.2-8B-bnb-4bit
https://huggingface.co/bartowski/Llama-3.2-8B-Instruct-GGUF

Alibaba - Qwen3-8B (4-bit quantization)
https://huggingface.co/Qwen/Qwen2.5-7B
https://huggingface.co/Qwen/Qwen2.5-8B
https://huggingface.co/Qwen/Qwen2.5-7B-Instruct
https://huggingface.co/bartowski/Qwen2.5-7B-Instruct-GGUF

DeepSeek-R1, Distill-Llama-8B (4-bit quantization)
https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B
https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B
https://huggingface.co/bartowski/DeepSeek-R1-Distill-Llama-8B-GGUF

DeepSeek-R1, Distill-Qwen-7B (4-bit quantization)
https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF

Stanford - Alpaca-LoRA 7B (4-bit quantization)
https://huggingface.co/tloen/alpaca-lora-7b
https://huggingface.co/chansung/alpaca-lora-7b
https://github.com/tloen/alpaca-lora
https://huggingface.co/TheBloke/alpaca-lora-7B-GGML

Cloud Server

Lease hosted, managed cloud space
digital Ocean, affiliate program

Netlify
GitHub
CodeSpaces
Coding UI

Hugging Face
Spaces
Models

https://www.alibabacloud.com/en