| [LLaMA-Adapter V2 multimodal](./llama_adapter_v2_multimodal7b) | [P] prefix, projection, gate [F] bias, norm | [P] Image-Text-V1[F] GPT4LLM, LLaVA | Image&Text | CLIP-ViT-L/14 | LLaMA-7B | | [ImageBind-LLM](./imagebind_LLM) | [P] prefix, projection, gate[F...
LLaMA-Adapter V1prefix, gateAlpacaText×LLaMA-7B LLaMA-Adapter V2 dialogscale, bias, normShareGPTText×LLaMA-65B LLaMA-Adapter V2 multimodal[P] prefix, projection, gate [F] bias, norm[P] Image-Text-V1 [F] GPT4LLM, LLaVAImage&TextCLIP-ViT-L/14LLaMA-7B ...
Highly efficient training: It’s remarkably efficient compared to typical multimodal training paradigms, which often must update many billions of model parameters. The researchers behind LLaMa-Adapter V2, for example, noted that their image-focused parameters account for only 0.04% of the entire model...
Multimodal models: LLaVA 1.5 models,LLaVA 1.6 models BakLLaVA Obsidian ShareGPT4V MobileVLM 1.7B/3B models Yi-VL Mini CPM Moondream Bunny Bindings: Python:abetlen/llama-cpp-python Go:go-skynet/go-llama.cpp Node.js:withcatai/node-llama-cpp ...
You can add adapters using --lora when starting the server, for example: --lora my_adapter_1.gguf --lora my_adapter_2.gguf ... By default, all adapters will be loaded with scale set to 1. To initialize all adapters scale to 0, add --lora-init-without-apply If an adapter is ...
LLaMa-Adapter Multimodal这个开源大模型 Now supporting text, image, audio, and video inputs 。 在线demo Gradiollama-adapter.opengvlab.com/ demo里面有几个预设的问题和图片,我们用第一个问题试一下,把塞尔达传说的图片换成dota2的一张图片,看看它能不能看出来是什么游戏。
Highly efficient training: It’s remarkably efficient compared to typical multimodal training paradigms, which often must update many billions of model parameters. The researchers behind LLaMa-Adapter V2, for example, noted that their image-focused parameters account for only 0.04% of the entire model...
Image adapter:在image encoder生成的视觉(visual)token表征与语言模型生成的token表征之间引入了跨注意力层(cross-attention layer),cross-attention layers在核心语言模型的每四个self-attention laye之后应用。像语言模型本身一样,cross-attention layers使用GQA(generalized query attention)以提高效率。为模型引入了大量可...
You can add adapters using --lora when starting the server, for example: --lora my_adapter_1.gguf --lora my_adapter_2.gguf ... By default, all adapters will be loaded with scale set to 1. To initialize all adapters scale to 0, add --lora-init-without-apply If an adapter is ...
(default: models/7B/ggml-model-f16.gguf) -a, --alias NAME Model name alias --lora FILE Apply LoRA adapter (implies --no-mmap) --lora-scaled FILE SCALE Apply LoRA adapter with user defined scaling S (implies --no-mmap) --lora-init-without-apply Load LoRA adapters without applying ...