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Meet WasmEdge at Open Source Summit Japan 2023
Open Source Summit Japan, on December 5-6 at TOKYO, JAPAN, is a premier event for tech leaders to network, learn about new open source technologies, and discover competitive advantages in open source areas. WasmEdge will present at the Open Source Summit Japan. These talks are a glimpse into the future of technology, offering insights into AI, Rust, Wasm, microservices, and hybrid container architectures. Join us as we explore these cutting-edge topics that are shaping the future of the tech world.…
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Getting Started with Starling-LM-7B-alpha
Starling-LM-7B-alpha is a large language model (LLM) trained by Reinforcement Learning from AI Feedback (RLAIF). In other words, it is trained by GPT-4 generated synthetic conversations. It is developed by the Berkeley-Nest team. According to commonly accepted benchmarks, the model excels in education, STEM, humanities, writing and role play. In this article, we will cover How to run Starling-LM-7B-alpha on your own device How to create an OpenAI-compatible API service for Starling-LM-7B-alpha We will use the Rust + Wasm stack to develop and deploy applications for this model.…
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Getting Started with Dolphin-2.2.1-Mistral-7B
The Dolphin-2.2.1-Mistral-7B, developed by Eric Hartford, is an iteration of the Dolphin family of models, building upon the previous Dolphin 2.1 Mistral version. This model is distinguished by its enhanced conversation and empathy skills, based on the Mistral-7B-v0.1 and is designed to offer a more empathetic AI experience, aiming to provide highly engaging and personal chat interactions. In this article, we will cover How to run Dolphin-2.2.1-Mistral-7B on your own device How to create an OpenAI-compatible API service for Dolphin-2.…
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Getting Started with Samantha-1.11-CodeLlama-34b
The Samantha-1.11-CodeLlama-34bmodel is trained on the CodeLlama-34b. This version of Samantha stands out for its coding capabilities and the ability to assist with homework, in addition to acting as a personal companion. The model has undergone training in areas such as philosophy, psychology, and personal relationships, distinguishing it from typical assistant models by also aspiring to be a friend and companion to users. In this article, we will cover How to run Samantha-1.…
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Getting Started with Orca-2-13B
To quick start, you can run Orca-2-13B with just one single command on your own device. The command tool automatically downloads and installs the WasmEdge runtime, the model files, and the portable Wasm apps for inference. The Orca-2-13B, part of Microsoft's Orca 2 series, comes in 7B and 13B parameter versions, fine-tuned from the LLAMA 2 base models. This model excels in reasoning, text summarization, math problem-solving and comprehension tasks, building upon the original 13B Orca model.…
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Getting Started with Samantha-1.2-Mistral-7b
The Samantha-1.2-Mistral-7b isretrained version of the Samantha Mistral-7b model, now using the ChatML prompt format instead of Vicuna-1.1. This version, trained on the Mistral-7b as a base model, underwent training for 4 hours on 4x A100 80gb GPUs across 6 epochs using the Samantha-1.1 dataset. The model focuses on philosophy, psychology, and personal relationships, positioning itself as not just an assistant but also as a friend and companion. In this article, we will cover…
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Getting Started with WizardLM-1.0-Uncensored-CodeLlama-34b
The WizardLM-1.0-Uncensored-CodeLlama-34b is a language model that is based on the CodeLlama-34b architecture, known for its strong coding abilities. This model represents a retraining of the WizardLM-13B-V1.0, utilizing a filtered dataset aimed at reducing refusals, avoidance, and bias in its responses. In this article, we will cover How to run WizardLM-1.0-Uncensored-CodeLlama-34b on your own device How to create an OpenAI-compatible API service for WizardLM-1.0-Uncensored-CodeLlama-34b We will use the Rust + Wasm stack to develop and deploy applications for this model.…
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Getting Started with Llama 2 Models
Llama 2 is a series of LLMs released by Meta, ranging from 7B to 70B parameters. Llama 2 serves as a foundational framework for numerous other LLMs. In this article, we will cover How to run Llama 2-13B on your own device How to create an OpenAI-compatible API service for Llama 2-13B We will use the Rust + Wasm stack to develop and deploy applications for this model. There are no complex Python packages or C++ toolchains to install!…
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Getting Started with WizardCoder-Python-7B-V1.0
WizardCoder is a specialized Large Language Model (LLM) tailored for coding tasks. In this article, we will cover How to run WizardCoder-Python-7B on your own device How to create an OpenAI-compatible API service for WizardCoder-Python-7B We will use the Rust + Wasm stack to develop and deploy applications for this model. There are no complex Python packages or C++ toolchains to install! See why we choose this tech stack.…
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Getting Started with Yi-34B-Chat
Yi-34B-Chatis a large language model trained from scratch by developers at 01.AI. In this article, we will cover How to run Yi-34B-Chat on your own device How to create an OpenAI-compatible API service for Yi-34B-Chat We will use the Rust + Wasm stack to develop and deploy applications for this model. There is no complex Python packages or C++ toolchains to install! See why we choose this tech stack.…
