How to download a model and run it with Ollama locally?
I have just installed Ollama on my Macbook pro, now how to download a model form hugging face and run it locally at my mac ?
2024-03-14T00:20:30Z
Thank you for your response, is there any other recommend tool to run models locally than Ollama? Why should I use Ollama? Am I on the right track?
2024-03-14T22:39:07Z
hopewise:is there any other recommend tool to run models locally than OllamaCertainly! Here are some alternative tools for running models locally:PyTorchTensorFlowONNX RuntimeOpenVINOTensorFlow LiteEach tool offers unique features and advantages, so you can choose based on your specific requirements.
2024-03-15T07:44:46Z
Thank you for the information, I really appreciate it
2024-04-07T10:09:05Z
KeelyPowers:On the model’s page, you’ll find a button labeled “Use in Ollama.”Can’t find it… Any other options?
2024-04-08T11:28:55Z
You can use git to clone the model to your local storage.As long as you have git installed on your computer just use the “git clone” command followed by the URL of the model on hugginface.For example:git clonemistralai/Mistral-7B-Instruct-v0.2 · Hugging Face
2024-04-08T20:25:09Z
So the downloaded model will be in quantized form. Right? Can we use this to fine tune ?I dont see any config.json file. Any idea ?
2024-04-20T21:59:10Z
@hopewiseYou do realize that both of@KeelyPowers's answers were generated by a LLM… right?
2024-04-21T05:36:55Z
No! But I am not shocked sense this is huggingface forum!
2024-05-09T03:29:21Z
My I ask,after my downloading models, how can i use ollama to load it?My downlaoding is in transformer format,with files like config.json,model-00001-of-00002.safetensors , pytorch_model-00003-of-00003.bin  special_tokens_map.json  tokenizer.modelNo modelfile,how can I load it with ollama
2024-05-09T09:37:06Z
Hi,Ollama is a wrapper on top of Llama cpp:GitHub - ggerganov/llama.cpp: LLM inference in C/C++, which supports any HF model which can be run from the terminal. I would recommend checking it out, along withLMStudio, which provides a nice UI on top of it, it supports any HF model in the GGUF format.
2024-05-15T19:52:35Z
Here are the steps to convert GGUF models from HF into the Ollama formatMedium – 17 Mar 24Ollama + HuggingFace ✅🔥Create Custom Models From Huggingface with OllamaReading time: 2 min read
2024-05-15T19:54:48Z
Though I have trouble understanding how to do that for the embeddings model.How can I import Huggingface GGUFEmbeddingsmodel to Ollama format if the model card page does not include the Modelfile?For example, for this embeddings model: [dranger003/SFR-Embedding-Mistral-GGUF · Hugging Face]Or this one: [GritLM/GritLM-8x7B · Hugging Face]
2024-05-15T19:55:32Z
I read these articles how to convert a model to Ollama format, but they are not clear on the embeddingsollama/docs/import.md at main · ollama/ollama · GitHubollama/docs/modelfile.md at main · ollama/ollama · GitHubIs there a difference how I supposed to create the Model file for Embeddings model vs. the LLM model? Where can I get expected for the model Parameters and Template values for a given model if they are not provided?
2024-05-18T13:26:20Z
To download and run a model with Ollama locally, follow these steps:Install Ollama: Ensure you have the Ollama framework installed on your machine.Download the Model: Use Ollama’s command-line interface to download the desired model, for example:ollama pull <model-name>.Run the Model: Execute the model with the command:ollama run <model-name>.Configure Settings: Adjust any necessary settings or parameters as required by your specific use case.Refer to Ollama’s documentation for detailed instructions and additional options.
2024-05-30T02:20:08Z
This guy has the exact video you’re looking for. The first half is about Quantized/GGUF models. But around minute mark 4:23 he gets into regular models, like what you’re asking about