import.md: formatting and spelling

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Jeffrey Morgan 2023-10-15 01:39:46 -04:00
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# Import a model
This guide walks through creating an Ollama model from an existing model on HuggingFace from PyTorch, Safetensors or GGUF. It optionally covers pushing the model to [ollama.ai](https://ollama.ai/library).
This guide walks through importing a PyTorch, Safetensors or GGUF model from a HuggingFace repo to Ollama.
## Supported models
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- GPT-NeoX
- BigCode
To view a model's architecture, check its `config.json` file. You should see an entry under `architecture` (e.g. `LlamaForCausalLM`).
To view a model's architecture, check the `config.json` file in its HuggingFace repo. You should see an entry under `architectures` (e.g. `LlamaForCausalLM`).
## Importing
@ -23,7 +23,7 @@ git clone https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1
cd Mistral-7B-Instruct-v0.1
```
### Step 2: Convert and quantize
### Step 2: Convert and quantize (PyTorch and Safetensors)
A [Docker image](https://hub.docker.com/r/ollama/quantize) with the tooling required to convert and quantize models is available.
@ -55,7 +55,7 @@ FROM ./q4_0.bin
TEMPLATE "[INST] {{ .Prompt }} [/INST]"
```
### Step 4: Create an Ollama model
### Step 4: Create the Ollama model
Finally, create a model from your `Modelfile`:
@ -69,12 +69,12 @@ Next, test the model with `ollama run`:
ollama run example "What is your favourite condiment?"
```
### Step 5: Publish your model (optional - in alpha)
### Step 5: Publish your model (optional early alpha)
Publishing models is in early alpha. If you'd like to publish your model to share with others, follow these steps:
1. Create [an account](https://ollama.ai/signup)
2. Ollama uses SSH keys similar to Git. Find your public key with `cat ~/.ollama/id_ed25519.pub` and copy it to your clipboard.
2. Run `cat ~/.ollama/id_ed25519.pub` to view your Ollama public key. Copy this to the clipboard.
3. Add your public key to your [Ollama account](https://ollama.ai/settings/keys)
Next, copy your model to your username's namespace:
@ -89,7 +89,7 @@ Then push the model:
ollama push <your username>/example
```
After publishing, your model will be available at `https://ollama.ai/<your username>/example`
After publishing, your model will be available at `https://ollama.ai/<your username>/example`.
## Quantization reference