Axolotl vs Humanloop
Overview
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CLI (Node.js)
Manual
Detailed Comparison
It is a low code platform to rapidly annotate data, train and then deploy custom Natural Language Processing (NLP) models. It takes care of model training, data selection and deployment for you. You upload your data and we provide an annotation interface for you to teach a classifier. As you label we train a model, work out what data is most valuable and then deploy the model for you. | It is a tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures. |
10x fewer labels needed;
Add your own heuristics and rules to speed up labelling;
Powerful search to focus your labelling efforts;
Powerful pretrained models from the forefront of NLP research | Train various Huggingface models such as llama, pythia, falcon, mpt;
Supports fullfinetune, lora, qlora, relora, and gptq;
Customize configurations using a simple yaml file or CLI overwrite;
Load different dataset formats, use custom formats, or bring your own tokenized datasets |
Statistics | |
Stacks 2 | Stacks 1 |
Followers 4 | Followers 1 |
Votes 0 | Votes 0 |
Integrations | |
| No integrations available | |
What are some alternatives to Humanloop, Axolotl?
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LangChain
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Ollama
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LlamaIndex
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LangGraph
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LangSmith
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GPTScript
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Glide
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ChatGPT
It is a trained model which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests.
