Manipulate any language model from the command line.
npm install llmManipulate any language model from the command line.
From simple to advanced usage.
``
$ llm "Hello world."
Hello there! How can I assist you today?
Leave a ⭐ star to support the project.
> Some models are still being added. This is a work in progress.
| Model Name | Status | Description |
|------------------------------|--------|-------------------------------------------------|
| EVERY OpenAI model | ✅ | |
| gpt-3.5-turbo | ✅ | ChatGPT |
| gpt-4 | ✅ | GPT-4 via API (waitlist) |
| text-davinci-003 | ✅ | InstructGPT (GPT-3) |
| llama2 | ✅ | Meta's Llama 2 |
| bing-chat | ✅ | Bing Chat: creative, balanced, precise |
| bert | ✅ | BERT by Google |
| llama-7b-hf | ✅ | Famous llama model |
| wizardlm-13b-uncensored | ✅ | WizardLM 30B |
| guanaco-65b-gptq | ✅ | Guanaco 65B |
| bard | 🔄 | Google Bard |
| ... HuggingFace 🤗 models | ✅ | every text-generation model |
Other models can be installed using the --install command.
| Feature | Status |Comment |
|-------------------------|-----------------|---|
| Prompt | ✅ |Prompt model with default parameters|
| Parameterization | ✅ |_temperature, max-length, top-p, top-k, ..._|
| ChatGPT Plugins | 🔄 | Use chatGPT plugins. web-pilot working, global plugin system in development|
| Use files | ✅ |Query models using prompt files|
| Prompt chaining | ✅ |Call prompts like functions|
| Prompt templating | 🔄 |Use variables in prompt files |
`
git clone https://github.com/snwfdhmp/llm && cd llm
yarn install
make an alias llm
`
alias llm="node $(pwd)/main.js"
> add it to your .bashrc or .zshrc to make it permanent.
You're ready to go ! Try:
`
$ llm "Hello world"
$ llm -m bing-creative "Tell me a joke"
$ llm -m gpt-3.5-turbo "Tell me a joke"
> Simple prompting with defaults parameters
`
$ llm "what is the meaning of life?"
> Use a specific model
`
$ llm -m bing-creative "find project ideas to learn react"
> Use custom parameters
`
$ llm --max-length 512 --temperature 1 --top-p 0.9 --top-k 60 "follow the instructions."
> List available models
`
$ llm ls
Name LastUsedAt Author Description
text-davinci-003 2021-10-10 OpenAI InstructGPT by OpenAI
gpt-3.5-turbo 2021-10-10 OpenAI ChatGPT by OpenAI
gpt-4-web 2021-10-10 OpenAI GPT-4 by OpenAI via chatGPT
llama 2021-10-10 Meta Meta's Llama
bard 2021-10-10 Google Google Bard
...
> Use files as prompts
`
$ llm -f ./prompt.txt
Incoming:
- Conversation system (remember past messages)
- Install 3rd party models
- Chaining
`
$ llm -s session_name "what is the meaning of life?"
remembers past messages
$ llm --install github.com/snwfhdmp/llm-descriptor-llama
downloads model from github
Any model can be plugged into llm using a model descriptor.
Example of a model descriptor which requires installation
`yaml`
kind: llm/descriptor/v1
metadata:
name: llama
model:
install: |
git clone ...
cd ...
./install.sh
# or
docker pull ...
# or
none
usage:
./model-executor -f model.bin $LLM_PARAM_PROMPT
parameters:
LLM_PARAM_PROMPT:
type: string
description: The prompt to use
default: "Hello world"
LLM_PARAM_MAX_TOKENS:
type: int
description: The maximum length of context
default: 100
LLM_PARAM_TEMPERATURE:
type: float
description: The temperature of the model
default: 0.7
Example of a model descriptor which uses an API
`yaml`
kind: llm/descriptor/v1
metadata:
name: llama
model:
install: |
read -p "Enter your API key:" LLM_API_KEY
echo "LLM_API_KEY=$LLM_API_KEY" >> ~/.bashrc
usage: curl -s $LLM_PARAM_API_TARGET_URL -d "prompt=$LLM_PARAM_PROMPT&api_key=$LLM_API_KEY"
parameters:
LLM_PARAM_API_TARGET_URL:
type: string
description: The URL of the API
default: "https://api.llm.com"
LLM_PARAM_PROMPT:
type: string
description: The prompt to use
default: "Hello world"
LLM_PARAM_MAX_TOKENS:
type: int
description: The maximum length of context
default: 100
LLM_PARAM_TEMPERATURE:
type: float
description: The temperature of the model
default: 0.7
These variables can be used to tweak llm behavior.
- LLM_DEFAULT_MODEL - The default model to use when no model is specifiedLLM_ENABLED_PLUGINS
- - A comma-separated list of plugins to enableOPENAI_ORGANIZATION_ID` - The organization ID to use for OpenAI models
-
Project vision and information can be found in docs.
Contribute easily by leaving a ⭐ star to the project.
Code contributions are welcome. Please open an issue or a pull request.
Join the team at discord.gg/ccDghPeAT9.