文章名称:Train your own R1 reasoning model with Unsloth (GRPO) 文章链接:https://unsloth.ai/blog/r1-reasoning github链接:https://github.com/unslothai/unsloth 今天,我想和大家分享一篇非常有意思的文章,题目是“Train your own R1 reasoning model with Unsloth (GRPO)”。这篇文章主要讲的是如何训...
Currently, the software supports over 70 open-source LLM models from Hugging Face, including popular options such as Baichuan 2, Distill-GPT2, GLM4, Llama 2, and Llama 3. Despite Hugging Face hosting over 770,000 models, AI TOP’s selection is limited by the memory capacity constraints inhe...
With the cost of a cup of Starbucks and two hours of your time, you can own your own trained open-source large-scale model. The model can be fine-tuned according to different training data directions to enhance various skills, such as medical,programming, stock trading, and love adv...
if you know the final learning rate for the base model - and for some models, it’s not quite as easy to find as you’d might expect - you probably want to start finetuning with a similar rate. The two smaller Llama models ended up on a learning rate of 3e-5, and Alpaca...
As powerful as these services can be, a company considering a serious investment in LLM technology will want to learn to train their own models from open-source technologies.Compared to using these vendor-provided endpoints, training your own model gives the following advantages: ...
We use Llama-Factory to perform training. The model was trained for 3 epochs with a learning rate of 1e-5 and a batch size of 96. Our model training was completed in 19 hours on 8 H100 GPUs using DeepSpeed Zero-3 offloading, costing approximately $450 as per Lambda Cloud pricing. ...
We use Llama-Factory to perform training. The model was trained for 3 epochs with a learning rate of 1e-5 and a batch size of 96. Our model training was completed in 19 hours on 8 H100 GPUs using DeepSpeed Zero-3 offloading, costing approximately $450 as per Lambda Cloud pricing. ...
Stanford Alpaca is an instruction-following language model that is fine-tuned from Meta’s LLaMA model. Inspired by this project, we developed an enhanced methodology to create a custom, domain-specific chatbot. While there are several language models that one could use (including ...
AWS exec highlights key skills for success in the evolving AI-driven job market Feb 25, 202515 mins news analysis GenAI’s unexpected impact: Disrupting high-skilled tech jobs, too Feb 24, 20258 mins feature Federal tech workers in the US may be in ‘a world of hurt’ ...
modellink ModelLink / examples / llama2 / pretrain_llama2_7b_ptd.sh pretrain_llama2_7b_ptd.sh1.99 KB 一键复制编辑原始数据按行查看历史 guhangsong提交于1年前.!480 支持指令微调功能 #!/bin/bash exportCUDA_DEVICE_MAX_CONNECTIONS=1 GPUS_PER_NODE=8 ...