PygmalionAI/PIPPA
Updated โข 826 โข 263
How to use ludis/tsukasa-7b-qlora-gguf with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("ludis/tsukasa-7b-qlora-gguf", device_map="auto")How to use ludis/tsukasa-7b-qlora-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 ludis/tsukasa-7b-qlora-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf ludis/tsukasa-7b-qlora-gguf:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf ludis/tsukasa-7b-qlora-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf ludis/tsukasa-7b-qlora-gguf:Q4_K_M
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf ludis/tsukasa-7b-qlora-gguf:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf ludis/tsukasa-7b-qlora-gguf:Q4_K_M
docker model run hf.co/ludis/tsukasa-7b-qlora-gguf:Q4_K_M
How to use ludis/tsukasa-7b-qlora-gguf with Ollama:
ollama run hf.co/ludis/tsukasa-7b-qlora-gguf:Q4_K_M
How to use ludis/tsukasa-7b-qlora-gguf with Docker Model Runner:
docker model run hf.co/ludis/tsukasa-7b-qlora-gguf:Q4_K_M
How to use ludis/tsukasa-7b-qlora-gguf with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull ludis/tsukasa-7b-qlora-gguf:Q4_K_M
lemonade run user.tsukasa-7b-qlora-gguf-Q4_K_M
lemonade list
https://rentry.org/tsukasamodel
little endian
axolotl was used for training on a 8x nvidia a40 gpu cluster.
the a40 GPU cluster has been graciously provided by Arc Compute.
rank 16 qlora (all modules) tune
base model mistralai/Mistral-7B-v0.1 tuned on koishi commit 6e675d1 for one epoch
then tuned on pippa 6412b0c for one epoch (metharme completion)
then tuned on limarp Version 2023-10-19 for 2 epochs in metharme completion format
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