Ollama is a tool that lets you run language models on your local machine. With Ollama, you can easily interact with open-source models like Llama, Mistral, and Gemma in just a few steps. To access Llama 3 with Ollama, simply navigate to theOllama websiteand download the tool. Follow ...
参考文献 Introducing Meta Llama 3: The most capable openly available LLM to date Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework ...
根据其技术报告中的基准测试结果,最小的Phi-3模型也比 Llama 3 8B 模型更强,即便其大小要小一半。 Phi-3、Llama 3、Mixtral 与其它 LLM 的比较 值得注意的是,Phi-3(基于 Llama 架构)训练使用的 token 数量比 Llama 3 少 5 倍,仅有 3.3 万亿,而 Llama 3 则是 15 万亿。Phi-3 甚至使用了和 Llama ...
Open LLaMA 3B v2: An open source, 3-billion parameter reproduction of the Meta* LLaMA model, trained on a variety of data. The biggest clear advantage to this model is that it builds upon the success of the Meta LLaMA 2 and is permissively licensed for much broader consumption. Just a ...
Llama 3 的性能之所以比 Llama 2 好很多,一大主要因素是其数据集大得多。Llama 3 的训练使用了 15 万亿 token,而 Llama 2 只有 2 万亿。 这个发现很有趣,因为根据 Llama 3 博客所言:依照 Chinchilla 扩展律,对于 8B 参数的模型,训练数据的最优数量要少得多,大约为 2000 亿 token。此外,Llama 3 的作者...
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets. - open-compass/opencompass
Phi-3:数据质量越高越好! 就在Llama 3 盛大发布一周之后,微软发布了其新的 Phi-3 LLM。根据其技术报告中的基准测试结果,最小的 Phi-3 模型也比 Llama 3 8B 模型更强,即便其大小要小一半。 Phi-3、Llama 3、Mixtral 与其它 LLM 的比较 值得注意的是,Phi-3(基于 Llama 架构)训练使用的 token 数量比 ...
Businesses can fine-tune Llama 3 with their data usingNVIDIA NeMo, an open-source framework for LLMs that’s part of the secure, supportedNVIDIA AI Enterpriseplatform. Custom models can be optimized for inference withNVIDIA TensorRT-LLMand deployed withNVIDIA Triton Inference Server. ...
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. - langgenius/d
The proposal of the LLaMA suite [2] of large language models (LLMs) led to a surge in publications on the topic of open-source LLMs. In many cases, the goal of these works was to cheaply produce…