ArchGPT
ggml
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ArchGPT
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Meta: Code Llama, an AI Tool for Coding
I’m working on a project related to that: https://github.com/0a-io/Arch-GPT
I think hypergraph is an overlooked concept in programming language theory
ggml
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Run LLMs at home, BitTorrent‑style
https://github.com/philpax/ggml/blob/gguf-spec/docs/gguf.md#...
It is (IMO) a necessary and good change.
I just specified gguf because my 3090 cannot host a 70B model without offloading outside of exLlama's very new ~2 bit quantization.
- GGUF File Format Specification
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Meta: Code Llama, an AI Tool for Coding
While we're at it, the GGML file format has been deprecated in favor of GGUF.
https://github.com/philpax/ggml/blob/gguf-spec/docs/gguf.md
https://github.com/ggerganov/llama.cpp/pull/2398
What are some alternatives?
smartcat
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
chat.petals.dev - 💬 Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client
codellama - Inference code for CodeLlama models
ollama-ui - Simple HTML UI for Ollama
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
godot-dodo - Finetuning large language models for GDScript generation.
artbot-for-stable-diffusion - A front-end GUI for interacting with the AI Horde / Stable Diffusion distributed cluster