Editing Models with Task Arithmetic
Paper • 2212.04089 • Published • 9
How to use from
llama.cppInstall from WinGet (Windows)
winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf QuantFactory/Ph3task3-14B-GGUF:# Run inference directly in the terminal:
llama cli -hf QuantFactory/Ph3task3-14B-GGUF:Use pre-built binary
# 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 QuantFactory/Ph3task3-14B-GGUF:# Run inference directly in the terminal:
./llama-cli -hf QuantFactory/Ph3task3-14B-GGUF:Build from source code
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 QuantFactory/Ph3task3-14B-GGUF:# Run inference directly in the terminal:
./build/bin/llama-cli -hf QuantFactory/Ph3task3-14B-GGUF:Use Docker
docker model run hf.co/QuantFactory/Ph3task3-14B-GGUF:Quick Links
QuantFactory/Ph3task3-14B-GGUF
This is quantized version of allknowingroger/Ph3task3-14B created using llama.cpp
Original Model Card
merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the task arithmetic merge method using jpacifico/Chocolatine-14B-Instruct-DPO-v1.2 as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
models:
- model: jpacifico/Chocolatine-14B-Instruct-DPO-v1.2
parameters:
weight: 1.0
- model: jpacifico/Chocolatine-14B-Instruct-4k-DPO
parameters:
weight: 1.0
merge_method: task_arithmetic
base_model: jpacifico/Chocolatine-14B-Instruct-DPO-v1.2
parameters:
normalize: true
dtype: float16
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Install (macOS, Linux)
# Start a local OpenAI-compatible server with a web UI: llama serve -hf QuantFactory/Ph3task3-14B-GGUF:# Run inference directly in the terminal: llama cli -hf QuantFactory/Ph3task3-14B-GGUF: