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Title: GitHub - matrixji/llama.cpp: Port of Facebook's LLaMA model in C/C++ · GitHub

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X Title: GitHub - matrixji/llama.cpp: Port of Facebook's LLaMA model in C/C++

Description: Port of Facebook's LLaMA model in C/C++. Contribute to matrixji/llama.cpp development by creating an account on GitHub.

Open Graph Description: Port of Facebook's LLaMA model in C/C++. Contribute to matrixji/llama.cpp development by creating an account on GitHub.

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Quantizationhttps://github.com/matrixji/llama.cpp#quantization
Interactive modehttps://github.com/matrixji/llama.cpp#interactive-mode
Instruction mode with Alpacahttps://github.com/matrixji/llama.cpp#instruction-mode-with-alpaca
Using OpenLLaMAhttps://github.com/matrixji/llama.cpp#using-openllama
Using GPT4Allhttps://github.com/matrixji/llama.cpp#using-gpt4all
Using Pygmalion 7B & Metharme 7Bhttps://github.com/matrixji/llama.cpp#using-pygmalion-7b--metharme-7b
Obtaining the Facebook LLaMA original model and Stanford Alpaca model datahttps://github.com/matrixji/llama.cpp#obtaining-the-facebook-llama-original-model-and-stanford-alpaca-model-data
Verifying the model fileshttps://github.com/matrixji/llama.cpp#verifying-the-model-files
Seminal papers and background on the modelshttps://github.com/matrixji/llama.cpp#seminal-papers-and-background-on-the-models
Perplexity (measuring model quality)https://github.com/matrixji/llama.cpp#perplexity-measuring-model-quality
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morehttps://cmake.org/cmake/help/latest/module/FindBLAS.html#blas-lapack-vendors
hacked in an eveninghttps://github.com/ggerganov/llama.cpp/issues/33#issuecomment-1465108022
ggmlhttps://github.com/ggerganov/ggml
Alpacahttps://github.com/ggerganov/llama.cpp#instruction-mode-with-alpaca
GPT4Allhttps://github.com/ggerganov/llama.cpp#using-gpt4all
Chinese LLaMA / Alpacahttps://github.com/ymcui/Chinese-LLaMA-Alpaca
Vigogne (French)https://github.com/bofenghuang/vigogne
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Koalahttps://bair.berkeley.edu/blog/2023/04/03/koala/
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https://huggingface.co/docs/transformers/perplexityhttps://huggingface.co/docs/transformers/perplexity
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https://github.com/matrixji/llama.cpp#interactive-mode
READMEhttps://github.com/matrixji/llama.cpp/blob/master/examples/main/README.md
https://user-images.githubusercontent.com/1991296/224575029-2af3c7dc-5a65-4f64-a6bb-517a532aea38.png
https://github.com/matrixji/llama.cpp#persistent-interaction
https://github.com/matrixji/llama.cpp#instruction-mode-with-alpaca
OpenLLaMAhttps://github.com/openlm-research/open_llama
https://github.com/matrixji/llama.cpp#using-openllama
3Bhttps://huggingface.co/openlm-research/open_llama_3b
7Bhttps://huggingface.co/openlm-research/open_llama_7b
13Bhttps://huggingface.co/openlm-research/open_llama_13b
GPT4Allhttps://github.com/nomic-ai/gpt4all
https://github.com/matrixji/llama.cpp#using-gpt4all
https://github.com/matrixji/llama.cpp#using-pygmalion-7b--metharme-7b
LLaMA weightshttps://github.com/matrixji/llama.cpp#obtaining-the-facebook-llama-original-model-and-stanford-alpaca-model-data
Pygmalion 7Bhttps://huggingface.co/PygmalionAI/pygmalion-7b/
Metharme 7Bhttps://huggingface.co/PygmalionAI/metharme-7b
the latest HF convert scripthttps://github.com/huggingface/transformers/blob/main/src/transformers/models/llama/convert_llama_weights_to_hf.py
xor_codechttps://huggingface.co/PygmalionAI/pygmalion-7b/blob/main/xor_codec.py
bfloat16https://en.wikipedia.org/wiki/Bfloat16_floating-point_format
https://github.com/matrixji/llama.cpp#obtaining-the-facebook-llama-original-model-and-stanford-alpaca-model-data
Facebook's LLaMA repositoryhttps://github.com/facebookresearch/llama/pull/73/files
https://github.com/matrixji/llama.cpp#verifying-the-model-files
sha256 checksumshttps://github.com/matrixji/llama.cpp/blob/master/SHA256SUMS
https://github.com/matrixji/llama.cpp#seminal-papers-and-background-on-the-models
Introducing LLaMA: A foundational, 65-billion-parameter large language modelhttps://ai.facebook.com/blog/large-language-model-llama-meta-ai/
LLaMA: Open and Efficient Foundation Language Modelshttps://arxiv.org/abs/2302.13971
Language Models are Few-Shot Learnershttps://arxiv.org/abs/2005.14165
Aligning language models to follow instructionshttps://openai.com/research/instruction-following
Training language models to follow instructions with human feedbackhttps://arxiv.org/abs/2203.02155
https://github.com/matrixji/llama.cpp#how-to-run
https://s3.amazonaws.com/research.metamind.io/wikitext/wikitext-2-raw-v1.zip?ref=salesforce-researchhttps://s3.amazonaws.com/research.metamind.io/wikitext/wikitext-2-raw-v1.zip?ref=salesforce-research
https://github.com/matrixji/llama.cpp#android
https://github.com/matrixji/llama.cpp#building-the-project-using-android-ndk
termuxhttps://termux.dev/
Android NDKhttps://developer.android.com/ndk
termuxhttps://termux.dev/
https://github.com/matrixji/llama.cpp#building-the-project-using-termux-f-droid
https://github.com/CNugteren/CLBlasthttps://github.com/CNugteren/CLBlast
https://www.reddit.com/r/termux/comments/kc3ynp/opencl_working_in_termux_more_in_comments/https://www.reddit.com/r/termux/comments/kc3ynp/opencl_working_in_termux_more_in_comments/
https://github.com/matrixji/llama.cpp#docker
https://github.com/matrixji/llama.cpp#prerequisites
https://github.com/matrixji/llama.cpp#images
https://github.com/matrixji/llama.cpp#usage-1
https://github.com/matrixji/llama.cpp#docker-with-cuda
nvidia-container-toolkithttps://github.com/NVIDIA/nvidia-container-toolkit
https://github.com/matrixji/llama.cpp#building-locally
https://github.com/matrixji/llama.cpp#usage-2
https://github.com/matrixji/llama.cpp#contributing
Inference at the edgehttps://github.com/ggerganov/llama.cpp/discussions/205
Changelog podcasthttps://changelog.com/podcast/532
https://github.com/matrixji/llama.cpp#coding-guidelines
good first issueshttps://github.com/ggerganov/llama.cpp/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22
https://github.com/matrixji/llama.cpp#docs
mainhttps://github.com/matrixji/llama.cpp/blob/master/examples/main/README.md
serverhttps://github.com/matrixji/llama.cpp/blob/master/examples/server/README.md
embd-inputhttps://github.com/matrixji/llama.cpp/blob/master/examples/embd-input/README.md
jeopardyhttps://github.com/matrixji/llama.cpp/blob/master/examples/jeopardy/README.md
BLIShttps://github.com/matrixji/llama.cpp/blob/master/docs/BLIS.md
Performance troubleshootinghttps://github.com/matrixji/llama.cpp/blob/master/docs/token_generation_performance_tips.md
GGML tips & trickshttps://github.com/ggerganov/llama.cpp/wiki/GGML-Tips-&-Tricks
Readme https://github.com/matrixji/llama.cpp#readme-ov-file
MIT license https://github.com/matrixji/llama.cpp#MIT-1-ov-file
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Activityhttps://github.com/matrixji/llama.cpp/activity
0 forkshttps://github.com/matrixji/llama.cpp/forks
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Releaseshttps://github.com/matrixji/llama.cpp/releases
Packages 0https://github.com/users/matrixji/packages?repo_name=llama.cpp
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Contributorshttps://github.com/matrixji/llama.cpp/graphs/contributors
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