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smartcat
llama.cpp
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IBM Granite: A Family of Open Foundation Models for Code Intelligence
if you can compile stuff, then looking at llama.cpp (what ollama uses) is also interesting: https://github.com/ggerganov/llama.cpp
the server is here: https://github.com/ggerganov/llama.cpp/tree/master/examples/...
And you can search for any GGUF on huggingface
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Ask HN: Affordable hardware for running local large language models?
Yes, Metal seems to allow a maximum of 1/2 of the RAM for one process, and 3/4 of the RAM allocated to the GPU overall. There’s a kernel hack to fix it, but that comes with the usual system integrity caveats. https://github.com/ggerganov/llama.cpp/discussions/2182
- Xmake: A modern C/C++ build tool
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Better and Faster Large Language Models via Multi-Token Prediction
For anyone interested in exploring this, llama.cpp has an example implementation here:
https://github.com/ggerganov/llama.cpp/tree/master/examples/...
- Llama.cpp Bfloat16 Support
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Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps
Getting started with LLMs can be intimidating. In this tutorial we will show you how to fine-tune a large language model using LoRA, facilitated by tools like llama.cpp and KitOps.
- GGML Flash Attention support merged into llama.cpp
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Phi-3 Weights Released
well https://github.com/ggerganov/llama.cpp/issues/6849
- Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
- Llama.cpp Working on Support for Llama3
What are some alternatives?
lmdeploy - LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
ollama-ui - Simple HTML UI for Ollama
gpt4all - gpt4all: run open-source LLMs anywhere
codellama - Inference code for CodeLlama models
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
ggml - Tensor library for machine learning
GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ
llama-cpp-python - Python bindings for llama.cpp
ggml - Tensor library for machine learning
ArchGPT - 🐕 ArchGPT is a source-code-management framework to enable a new meta-programming paradigm specially designed for Language-Model-Driven-Development (LMDD) i.e. the utilization of Large Language Models for automated software development.
alpaca.cpp - Locally run an Instruction-Tuned Chat-Style LLM