Search Results for "python library" - Page 18

..., and personal use. The model can be accessed via the FluxPipeline in Hugging Face’s diffusers library and is compatible with local workflows like ComfyUI. Available through several inference providers including Replicate and fal.ai, FLUX.1-schnell is well-documented and supported for developers. While capable, the model is subject to limitations such as occasional prompt misalignment and potential amplification of societal biases, and it may not be used in harmful, exploitative, or deceptive applications.

... mistral_common tokenizer or Hugging Face’s transformers library, and supports generation on GPUs with BF16 precision. Built on a transformer architecture without sliding-window attention, the model is optimized for fast inference and chat integration. Though it lacks moderation mechanisms, it showcases the capability of Mistral-7B as a base for further fine-tuning and safety tooling. Mistral-7B-Instruct-v0.2 is licensed under Apache 2.0 and widely used across open-source projects.

..., including Reinforcement Learning with Verifiable Rewards (RLVR), to enhance alignment and performance. Fine-tuned for real-world applications, it integrates language and vision through supervised learning, DPO, and UPO techniques. It supports long contexts up to 131,072 tokens and can be deployed using FastDeploy or the Hugging Face Transformers library. This version is ideal for developers needing high-performance, scalable multimodal capabilities in chat or image-based reasoning systems.