Large Language Model (LLM) Compilation
- https://github.com/Hannibal046/Awesome-LLM
- https://www.lakera.ai/blog/open-source-llms
- https://github.com/eugeneyan/open-llms
- https://sapling.ai/llm/index
- https://huggingface.co/models
{
"Model_Name": "gpt-4",
"Developing_Organization": "OpenAI",
"Release_Date": "1-12-2023",
"Parameters": "175b",
"Training_Data_Size": "Massive dataset including books, websites, and other texts",
"Language_Support": ["english", "spanish", ...],
"Minimum_Hardware_Requirements": {
"CPU/GPU": "High-performance CPU, specifics vary based on usage scenario",
"RAM": "32GB",
"Disk": "1TB"
},
"Benchmarks": [
{"HellaSwag": 95.3, "source": "url"},
...
],
"Max_Tokens": 10000,
"Model_Architecture": "Autoregressive language model using Transformer architecture",
"Research_Paper": "",
"Use_Cases": [
"Natural language understanding and generation",
"Text-based AI applications",
"Language translation",
"Content creation"
],
"Performance_Metrics": "High accuracy in language tasks, benchmarks available in research papers",
"Open_Source": false,
"API_Availability": true,
"Cost": {
"unit": "tokens",
"interval": 1000,
"input": 0.03,
"output": 0.06,
"source": "https://openai.com/pricing"
},
"Energy_Consumption": "Significant; exact figures dependent on usage scale",
"Ethical_Considerations": "Concerns include potential for biased output, misuse for generating misleading information",
"License_for_Use": "https://openai.com/policies/terms-of-use"
}