bigcode/starcoderdata
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How to use Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16 # Run inference directly in the terminal: llama cli -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16 # Run inference directly in the terminal: llama cli -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16 # Run inference directly in the terminal: ./llama-cli -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
docker model run hf.co/Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
How to use Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf with Ollama:
ollama run hf.co/Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
How to use Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf with Docker Model Runner:
docker model run hf.co/Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
How to use Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Aryanne/TinyLlama-1.1B-1T-OpenOrca-gguf:F16
lemonade run user.TinyLlama-1.1B-1T-OpenOrca-gguf-F16
lemonade list
Some GGUF v2 quantizations of the model jeff31415/TinyLlama-1.1B-1T-OpenOrca
PY007/TinyLlama-1.1B-intermediate-step-480k-1T
Fine tuned on OpenOrca GPT4 subset for 1 epoch,Using CHATML format
Apache 2.0, following the TinyLlama base model.
Hardware: 1*RTX A5000, ~16 hours to complete 1 epoch. GPU from autodl.com, cost around $3 for this finetuning. https://wandb.ai/jeff200402/TinyLlama-Orca?workspace= for more details.
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