Models

Cohere introduced Embed v3, an advanced model for generating document embeddings, boasting top performance on a few benchmarks. It excels in matching document topics to queries and content quality, improving search applications and retrieval-augmentation generation (RAG) systems. The new version offers models with 1024 or 384 dimensions, supports o

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4. Introducing Stable LM 3B: Bringing Sustainable, High-Performance Language Models to Smart Devices

Stability AI introduced Stable LM 3B, a high-performing language model designed for smart devices. With 3 billion parameters, it outperforms state-of-the-art 3B models and reduces operating costs and power consumption. The model enables a broader ran... See more

• LLM Pro/Serious Use Comparison/Test: From 7B to 70B vs. ChatGPT! Winner: Synthia-70B-v1.2b


• LLM Chat/RP Comparison/Test: Dolphin-Mistral, Mistral-OpenOrca, Synthia 7B Winner: Mistral-7B-OpenOrca


• LLM Chat/RP Comparison/Test: Mistral 7B Base + Instruct


• LLM Chat/RP Comparison/Test (Euryale, FashionGPT, MXLewd, Synthia, Xwin) Winner: Xwin-LM-70B-V0.1


• New Mo

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Model Card for Zephyr 7B β

Zephyr is a series of language models that are trained to act as helpful assistants. Zephyr-7B-β is the second model in the series, and is a fine-tuned version of mistralai/Mistral-7B-v0.1 that was trained on on a mix of publicly available, synthetic datasets using Direct Preference Optimization (DPO). We found that removi... See more

VAGO solutions SauerkrautLM

Introducing SauerkrautLM-v1 - Your German Language Powerhouse!

We are thrilled to unveil our very first release, SauerkrautLM-v1. This remarkable creation marks a significant milestone as it is specifically tailored for the German-speaking community. In a landscape where German language models are scarce, we are proud to ... See more

The Nemotron-3 8B family is available in the Azure AI Model Catalog, HuggingFace, and the NVIDIA AI Foundation Model hub on the NVIDIA NGC Catalog. It includes base, chat, and question-and-answer (Q&A) models that are designed to solve a variety of downstream tasks. Table 1 shows the full family of foundation models.

Model

Variant

Key Benefit

Ba... See more

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

1 2 Chenyang Lyu, 3 Minghao Wu, 1 * Longyue Wang, 1 Xinting Huang,

1 Bingshuai Liu, 1 Zefeng Du, 1 Shuming Shi, 1 Zhaopeng Tu

1 Tencent AI Lab, 2 Dublin City University, 3 Monash University

* Longyue Wang is the corresponding author: vinnlywang@tencent.com

Macaw... See more

ScaleCrafter is capable of generating images with resolution of 4096 x 4096 and results with resolution of 2048 x 1152 based on pre-trained diffusion models on a lower resolution. Notably, our approach needs no extra training/optimziation .

Fuyu-8B Model Card

Note: Running Fuyu requires https://github.com/huggingface/transformers/pull/26911, which may require running transformers on main!

Model

Fuyu-8B is a multi-modal text and image transformer trained by Adept AI.

Architecturally, Fuyu is a vanilla decoder-only transformer - there is no image encoder.

Image patches are instead linearly ... See more

🥤 Cola [NeurIPS 2023]

Large Language Models are Visual Reasoning Coordinators

Liangyu Chen*,†,♥ Bo Li*,♥ Sheng Shen♣ Jingkang Yang♥

Chunyuan Li♠ Kurt Keutzer♣ Trevor Darrell♣ Ziwei Liu✉,♥

♥S-Lab, Nanyang Technological University

♣University of California, Berkeley ♠Microsoft Research, Redmond

*Equal Contribution †Project Lead ✉Corresponding Author... See more