Step 1: Clone the Alpaca-LoRA repo We’ve created a fork of the original Alpaca-LoRA repo that adds support for Cog. Cog is a tool to package machine learning models in containers and we're using it to install the dependencies to fine-tune and run the model. Clone the repository using...
Use tokenization for secure card data storage Integrate with multiple payment providers via a unified API Implement 3D Secure 2.0 for enhanced transaction security Security Features End-to-end encryption, two-factor authentication, fraud detection. Fintech applications must comply with security requirements...
We will create a Python environment to run Alpaca-Lora on our local machine. You need a GPU to run that model. It cannot run on the CPU (or outputs very slowly). If you use the 7B model, at least 12GB of RAM is required or higher if you use 13B or 30B models. If you don't ...
To fine-tune the LLM with Python API, we need to install the Python package, which you can run using the following code. pip install -U autotrain-advanced Also, we would use the Alpaca sample dataset fromHuggingFace, which required datasets package to acquire. pip install datasets Then, use...
I use Microsoft.OpenApi to parse the open spec file. /// /// Map open api spec based on cluster config /// public static void MapOpenApiSpec(this IEndpointRouteBuilder endpoints, OpenApiSpecOptions options, string clusterId) { endpoints.Map(options.Endpoint, async context => { // ...
For AlpacaEval 2.0, we use the length-controlled win rate as the metric. 5. Chat Website & API Platform You can chat with DeepSeek-V3 on DeepSeek's official website: chat.deepseek.com We also provide OpenAI-Compatible API at DeepSeek Platform: platform.deepseek.com 6. How to Run ...
Note: Vicuna isn't the only model out there to fine-tune LLaMA for chat. Check out our guides on usingLLaMA v2,Alpaca, andLLaMA-v2-chatfor conversational applications. An Overview of Vicuna In the world of conversational AI, we've seen astounding progress recently with models like ChatGP...
If you have an IngressClass on your cluster, it is possible to use Serge behind an ingress. Below is an example with an Nginx IngressClass: --- apiVersion: networking.k8s.io/v1 kind: Ingress metadata: name: serge-ingress namespace: serge-ai ...
support for variable sequence lengths within a request batch. (3) Fused block copy. Block copy operations, issued by the copy-on-write mechanism, may operate on discontinuous blocks. This can lead to numerous invocations of small data movements if we use the cudaMemcpyAsync API. To mitigate ...
Popular preference tuning evaluations such as AlpacaEval that use LLM judges to make subjective judgements have run into issues such as length bias and favoring models fine-tuned on GPT-4 outputs.(7)(8) Summarization reward models are often not robust and can be adversarially attacked.(9) We ...