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GPT-NeoXhttps://github.com/EleutherAI/gpt-neox
Pythiahttps://github.com/EleutherAI/pythia
Snowflake-Arctic MoEhttps://huggingface.co/collections/Snowflake/arctic-66290090abe542894a5ac520
Smaughttps://huggingface.co/models?search=Smaug
Poro 34Bhttps://huggingface.co/LumiOpen/Poro-34B
Bitnet b1.58 modelshttps://huggingface.co/1bitLLM
Flan T5https://huggingface.co/models?search=flan-t5
Open Elm modelshttps://huggingface.co/collections/apple/openelm-instruct-models-6619ad295d7ae9f868b759ca
ChatGLM3-6bhttps://huggingface.co/THUDM/chatglm3-6b
ChatGLM4-9bhttps://huggingface.co/THUDM/glm-4-9b
GLMEdge-1.5bhttps://huggingface.co/THUDM/glm-edge-1.5b-chat
GLMEdge-4bhttps://huggingface.co/THUDM/glm-edge-4b-chat
GLM-4-0414https://huggingface.co/collections/THUDM/glm-4-0414-67f3cbcb34dd9d252707cb2e
SmolLMhttps://huggingface.co/collections/HuggingFaceTB/smollm-6695016cad7167254ce15966
EXAONE-3.0-7.8B-Instructhttps://huggingface.co/LGAI-EXAONE/EXAONE-3.0-7.8B-Instruct
FalconMamba Modelshttps://huggingface.co/collections/tiiuae/falconmamba-7b-66b9a580324dd1598b0f6d4a
Jaishttps://huggingface.co/inceptionai/jais-13b-chat
Bielik-11B-v2.3https://huggingface.co/collections/speakleash/bielik-11b-v23-66ee813238d9b526a072408a
RWKV-6https://github.com/BlinkDL/RWKV-LM
QRWKV-6https://huggingface.co/recursal/QRWKV6-32B-Instruct-Preview-v0.1
GigaChat-20B-A3Bhttps://huggingface.co/ai-sage/GigaChat-20B-A3B-instruct
Trillion-7B-previewhttps://huggingface.co/trillionlabs/Trillion-7B-preview
Ling modelshttps://huggingface.co/collections/inclusionAI/ling-67c51c85b34a7ea0aba94c32
LFM2 modelshttps://huggingface.co/collections/LiquidAI/lfm2-686d721927015b2ad73eaa38
Hunyuan modelshttps://huggingface.co/collections/tencent/hunyuan-dense-model-6890632cda26b19119c9c5e7
BailingMoeV2 (Ring/Ling 2.0) modelshttps://huggingface.co/collections/inclusionAI/ling-v2-68bf1dd2fc34c306c1fa6f86
https://github.com/mostlygeek/llama.cpp#multimodal
LLaVA 1.5 modelshttps://huggingface.co/collections/liuhaotian/llava-15-653aac15d994e992e2677a7e
LLaVA 1.6 modelshttps://huggingface.co/collections/liuhaotian/llava-16-65b9e40155f60fd046a5ccf2
BakLLaVAhttps://huggingface.co/models?search=SkunkworksAI/Bakllava
Obsidianhttps://huggingface.co/NousResearch/Obsidian-3B-V0.5
ShareGPT4Vhttps://huggingface.co/models?search=Lin-Chen/ShareGPT4V
MobileVLM 1.7B/3B modelshttps://huggingface.co/models?search=mobileVLM
Yi-VLhttps://huggingface.co/models?search=Yi-VL
Mini CPMhttps://huggingface.co/models?search=MiniCPM
Moondreamhttps://huggingface.co/vikhyatk/moondream2
Bunnyhttps://github.com/BAAI-DCAI/Bunny
GLM-EDGEhttps://huggingface.co/models?search=glm-edge
Qwen2-VLhttps://huggingface.co/collections/Qwen/qwen2-vl-66cee7455501d7126940800d
LFM2-VLhttps://huggingface.co/collections/LiquidAI/lfm2-vl-68963bbc84a610f7638d5ffa
ddh0/easy-llamahttps://github.com/ddh0/easy-llama
abetlen/llama-cpp-pythonhttps://github.com/abetlen/llama-cpp-python
go-skynet/go-llama.cpphttps://github.com/go-skynet/go-llama.cpp
withcatai/node-llama-cpphttps://github.com/withcatai/node-llama-cpp
lgrammel/modelfusionhttps://modelfusion.dev/integration/model-provider/llamacpp
offline-ai/clihttps://github.com/offline-ai/cli
tangledgroup/llama-cpp-wasmhttps://github.com/tangledgroup/llama-cpp-wasm
ngxson/wllamahttps://github.com/ngxson/wllama
yoshoku/llama_cpp.rbhttps://github.com/yoshoku/llama_cpp.rb
edgenai/llama_cpp-rshttps://github.com/edgenai/llama_cpp-rs
mdrokz/rust-llama.cpphttps://github.com/mdrokz/rust-llama.cpp
utilityai/llama-cpp-rshttps://github.com/utilityai/llama-cpp-rs
ShelbyJenkins/llm_clienthttps://github.com/ShelbyJenkins/llm_client
SciSharp/LLamaSharphttps://github.com/SciSharp/LLamaSharp
LM-Kit.NEThttps://docs.lm-kit.com/lm-kit-net/index.html
donderom/llm4shttps://github.com/donderom/llm4s
phronmophobic/llama.cljhttps://github.com/phronmophobic/llama.clj
mybigday/llama.rnhttps://github.com/mybigday/llama.rn
kherud/java-llama.cpphttps://github.com/kherud/java-llama.cpp
QuasarByte/llama-cpp-jnahttps://github.com/QuasarByte/llama-cpp-jna
deins/llama.cpp.zighttps://github.com/Deins/llama.cpp.zig
netdur/llama_cpp_darthttps://github.com/netdur/llama_cpp_dart
xuegao-tzx/Fllamahttps://github.com/xuegao-tzx/Fllama
distantmagic/resonancehttps://github.com/distantmagic/resonance
(more info)https://github.com/ggml-org/llama.cpp/pull/6326
guile_llama_cpphttps://savannah.nongnu.org/projects/guile-llama-cpp
srgtuszy/llama-cpp-swifthttps://github.com/srgtuszy/llama-cpp-swift
ShenghaiWang/SwiftLlamahttps://github.com/ShenghaiWang/SwiftLlama
Embarcadero/llama-cpp-delphihttps://github.com/Embarcadero/llama-cpp-delphi
hybridgroup/yzmahttps://github.com/hybridgroup/yzma
AI Sublime Text pluginhttps://github.com/yaroslavyaroslav/OpenAI-sublime-text
cztomsik/avahttps://github.com/cztomsik/ava
Dothttps://github.com/alexpinel/Dot
evahttps://github.com/ylsdamxssjxxdd/eva
iohub/collamahttps://github.com/iohub/coLLaMA
janhq/janhttps://github.com/janhq/jan
johnbean393/Sidekickhttps://github.com/johnbean393/Sidekick
KanTVhttps://github.com/zhouwg/kantv?tab=readme-ov-file
KodiBothttps://github.com/firatkiral/kodibot
llama.vimhttps://github.com/ggml-org/llama.vim
LARShttps://github.com/abgulati/LARS
Llama Assistanthttps://github.com/vietanhdev/llama-assistant
LLMFarmhttps://github.com/guinmoon/LLMFarm?tab=readme-ov-file
LLMUnityhttps://github.com/undreamai/LLMUnity
LMStudiohttps://lmstudio.ai/
LocalAIhttps://github.com/mudler/LocalAI
LostRuins/koboldcpphttps://github.com/LostRuins/koboldcpp
MindMachttps://mindmac.app
MindWorkAI/AI-Studiohttps://github.com/MindWorkAI/AI-Studio
Mobile-Artificial-Intelligence/maidhttps://github.com/Mobile-Artificial-Intelligence/maid
Mozilla-Ocho/llamafilehttps://github.com/Mozilla-Ocho/llamafile
nat/openplaygroundhttps://github.com/nat/openplayground
nomic-ai/gpt4allhttps://github.com/nomic-ai/gpt4all
ollama/ollamahttps://github.com/ollama/ollama
oobabooga/text-generation-webuihttps://github.com/oobabooga/text-generation-webui
PocketPal AIhttps://github.com/a-ghorbani/pocketpal-ai
psugihara/FreeChathttps://github.com/psugihara/FreeChat
ptsochantaris/emeltalhttps://github.com/ptsochantaris/emeltal
pythops/tenerehttps://github.com/pythops/tenere
ramalamahttps://github.com/containers/ramalama
semperai/amicahttps://github.com/semperai/amica
withcatai/cataihttps://github.com/withcatai/catai
Autopenhttps://github.com/blackhole89/autopen
akx/ggifyhttps://github.com/akx/ggify
akx/ollama-dlhttps://github.com/akx/ollama-dl
crashr/gppmhttps://github.com/crashr/gppm
gpustack/gguf-parserhttps://github.com/gpustack/gguf-parser-go/tree/main/cmd/gguf-parser
Styled Lineshttps://marketplace.unity.com/packages/tools/generative-ai/styled-lines-llama-cpp-model-292902
unslothai/unslothhttps://github.com/unslothai/unsloth
Paddlerhttps://github.com/intentee/paddler
GPUStackhttps://github.com/gpustack/gpustack
llama_cpp_canisterhttps://github.com/onicai/llama_cpp_canister
llama-swaphttps://github.com/mostlygeek/llama-swap
Kalavaihttps://github.com/kalavai-net/kalavai-client
llmazhttps://github.com/InftyAI/llmaz
Lucy's Labyrinthhttps://github.com/MorganRO8/Lucys_Labyrinth
https://github.com/mostlygeek/llama.cpp#supported-backends
Metalhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#metal-build
BLAShttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#blas-build
BLIShttps://github.com/mostlygeek/llama.cpp/blob/master/docs/backend/BLIS.md
SYCLhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/backend/SYCL.md
MUSAhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#musa
CUDAhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#cuda
HIPhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#hip
Vulkanhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#vulkan
CANNhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#cann
OpenCLhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/backend/OPENCL.md
IBM zDNNhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/backend/zDNN.md
WebGPU [In Progress]https://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md#webgpu
RPChttps://github.com/ggml-org/llama.cpp/tree/master/tools/rpc
Hexagon [In Progress]https://github.com/mostlygeek/llama.cpp/blob/master/docs/backend/hexagon/README.md
https://github.com/mostlygeek/llama.cpp#obtaining-and-quantizing-models
Hugging Facehttps://huggingface.co
number of LLMshttps://huggingface.co/models?library=gguf&sort=trending
Trendinghttps://huggingface.co/models?library=gguf&sort=trending
LLaMAhttps://huggingface.co/models?sort=trending&search=llama+gguf
Hugging Facehttps://huggingface.co/
ModelScopehttps://modelscope.cn/
GGUFhttps://github.com/ggml-org/ggml/blob/master/docs/gguf.md
GGUF-my-repo spacehttps://huggingface.co/spaces/ggml-org/gguf-my-repo
GGUF-my-LoRA spacehttps://huggingface.co/spaces/ggml-org/gguf-my-lora
ggml-org#10123https://github.com/ggml-org/llama.cpp/discussions/10123
GGUF-editor spacehttps://huggingface.co/spaces/CISCai/gguf-editor
ggml-org#9268https://github.com/ggml-org/llama.cpp/discussions/9268
Inference Endpointshttps://ui.endpoints.huggingface.co/
ggml-org#9669https://github.com/ggml-org/llama.cpp/discussions/9669
read this documentationhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/quantize/README.md
llama-clihttps://github.com/mostlygeek/llama.cpp/blob/master/tools/main
https://github.com/mostlygeek/llama.cpp#llama-cli
https://github.com/mostlygeek/llama.cpp#a-cli-tool-for-accessing-and-experimenting-with-most-of-llamacpps-functionality
grammars/https://github.com/mostlygeek/llama.cpp/blob/master/grammars
GBNF Guidehttps://github.com/mostlygeek/llama.cpp/blob/master/grammars/README.md
https://grammar.intrinsiclabs.ai/https://grammar.intrinsiclabs.ai/
llama-serverhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/server
https://github.com/mostlygeek/llama.cpp#llama-server
OpenAI APIhttps://github.com/openai/openai-openapi
https://github.com/mostlygeek/llama.cpp#a-lightweight-openai-api-compatible-http-server-for-serving-llms
llama-perplexityhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/perplexity
https://github.com/mostlygeek/llama.cpp#llama-perplexity
perplexityhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/perplexity/README.md
1https://github.com/mostlygeek/llama.cpp#user-content-fn-1-18ce50eed7b928a95ed3beb0cc8264f9
https://github.com/mostlygeek/llama.cpp#a-tool-for-measuring-the-perplexity-1-and-other-quality-metrics-of-a-model-over-a-given-text
llama-benchhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/llama-bench
https://github.com/mostlygeek/llama.cpp#llama-bench
https://github.com/mostlygeek/llama.cpp#benchmark-the-performance-of-the-inference-for-various-parameters
llama-runhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/run
https://github.com/mostlygeek/llama.cpp#llama-run
2https://github.com/mostlygeek/llama.cpp#user-content-fn-3-18ce50eed7b928a95ed3beb0cc8264f9
https://github.com/mostlygeek/llama.cpp#a-comprehensive-example-for-running-llamacpp-models-useful-for-inferencing-used-with-ramalama-2
llama-simplehttps://github.com/mostlygeek/llama.cpp/blob/master/examples/simple
https://github.com/mostlygeek/llama.cpp#llama-simple
https://github.com/mostlygeek/llama.cpp#a-minimal-example-for-implementing-apps-with-llamacpp-useful-for-developers
https://github.com/mostlygeek/llama.cpp#contributing
good first issueshttps://github.com/ggml-org/llama.cpp/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22
CONTRIBUTING.mdhttps://github.com/mostlygeek/llama.cpp/blob/master/CONTRIBUTING.md
Inference at the edgehttps://github.com/ggml-org/llama.cpp/discussions/205
Changelog podcasthttps://changelog.com/podcast/532
https://github.com/mostlygeek/llama.cpp#other-documentation
main (cli)https://github.com/mostlygeek/llama.cpp/blob/master/tools/main/README.md
serverhttps://github.com/mostlygeek/llama.cpp/blob/master/tools/server/README.md
GBNF grammarshttps://github.com/mostlygeek/llama.cpp/blob/master/grammars/README.md
https://github.com/mostlygeek/llama.cpp#development-documentation
How to buildhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/build.md
Running on Dockerhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/docker.md
Build on Androidhttps://github.com/mostlygeek/llama.cpp/blob/master/docs/android.md
Performance troubleshootinghttps://github.com/mostlygeek/llama.cpp/blob/master/docs/development/token_generation_performance_tips.md
GGML tips & trickshttps://github.com/ggml-org/llama.cpp/wiki/GGML-Tips-&-Tricks
https://github.com/mostlygeek/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/mostlygeek/llama.cpp#xcframework
https://github.com/mostlygeek/llama.cpp#completions
https://github.com/mostlygeek/llama.cpp#bash-completion
https://github.com/mostlygeek/llama.cpp#dependencies
yhirose/cpp-httplibhttps://github.com/yhirose/cpp-httplib
stb-imagehttps://github.com/nothings/stb
nlohmann/jsonhttps://github.com/nlohmann/json
minjahttps://github.com/google/minja
linenoise.cpphttps://github.com/mostlygeek/llama.cpp/blob/master/tools/run/linenoise.cpp/linenoise.cpp
curlhttps://curl.se/
CURL Licensehttps://curl.se/docs/copyright.html
miniaudio.hhttps://github.com/mackron/miniaudio
https://huggingface.co/docs/transformers/perplexityhttps://huggingface.co/docs/transformers/perplexity
↩https://github.com/mostlygeek/llama.cpp#user-content-fnref-1-18ce50eed7b928a95ed3beb0cc8264f9
RamaLamahttps://github.com/containers/ramalama
↩https://github.com/mostlygeek/llama.cpp#user-content-fnref-3-18ce50eed7b928a95ed3beb0cc8264f9
Readme https://github.com/mostlygeek/llama.cpp#readme-ov-file
MIT license https://github.com/mostlygeek/llama.cpp#MIT-1-ov-file
Contributing https://github.com/mostlygeek/llama.cpp#contributing-ov-file
Security policy https://github.com/mostlygeek/llama.cpp#security-ov-file
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