DeepSeek-V4.1-Flash-1017 TrellisMX K2 Mix
brandonmusic · Kit
A compressed copy of DeepSeek-V4.1-Flash-1017 sized for two 96 GB GPUs, with a few experts stored at higher precision. A research build for people who serve la…
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Kits of AI agent skills, rules and prompts
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orukqwen-asr-1.7b
oruk · Kit
Turns English speech into text. It is Qwen3-ASR-1.7B post-trained by reinforcement learning on word error rate, for developers and speech researchers who need…
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BLIP
Salesforce · Kit
Runs Salesforce's BLIP vision and language model in a Gradio page, with the training scripts for captioning, retrieval and question answering in the repository…
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OFA-Visual_Question_Answering
OFA-Sys · Kit
Answers questions about a picture with OFA in a Gradio page, with example pictures included and the full OFA code in the repository. For researchers and develo…
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Semi-Supervised Contrastive Learning with SimCLR
keras-io · Kit
Runs an image classifier trained with SimCLR contrastive learning and few labels, from the Keras team, in a Gradio page with example images. For machine learni…
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Augmenting CNNs with attention-based aggregation
keras-io · Kit
Shows the attention map behind an image classifier's decision, using a CNN with attention-based aggregation trained on ImageNette, in a Gradio page. For machin…
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Involution
keras-io · Kit
Runs an image model built with involution layers from the Keras team in a Gradio page, with example images included. For machine learning learners and vision r…
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Integrated Gradients
keras-io · Kit
Shows which parts of an image drove a model's prediction, using the integrated gradients method in a Gradio page, with an elephant photo to try. For machine le…
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ESPNet2 ASR Librispeech word vs bpe tokens
jkang · Kit
Compares three English speech recognition models from one ESPnet2 Conformer setup, using bpe, character and word tokens, in a Gradio page with example audio. F…
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ESPNet2 ASR Librispeech Conformer (100h)
jkang · Kit
Transcribes English speech to text with an ESPnet2 Conformer model trained on 100 hours of Librispeech, in a Gradio page with example audio. For speech researc…
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TFM_SimilitudSemantica_Fichero
jfarray · Kit
Compares how close in meaning texts are, using a multilingual BERT model in a Gradio page, with a sample JSON file included. For NLP students and researchers.
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Zero Shot Nlp Classifier Multi Lang
iamkb · Kit
Sorts text into labels you choose, without training, across languages, using several named zero-shot models in a Gradio page. For analysts, researchers and NLP…
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HF SHAP
Hellisotherpeople · Kit
Explains how text models reach their outputs with SHAP, on five named models for question answering, translation, emotion, summarization and text generation. F…
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HF KeyBERT
Hellisotherpeople · Kit
Pulls keywords out of text with KeyBERT in a Streamlit page, for researchers, students and developers who want to try keyword extraction without writing code.
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HF BERTopic
Hellisotherpeople · Kit
Finds topics in a collection of texts with BERTopic in a Streamlit page, for researchers and analysts who want to try topic modeling without writing code.
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Seshat Agent
PCL-RSI-lab · Kit
Fixes software bugs with a self-improving coding agent that learns reusable reasoning patterns from its own successful runs, for developers and researchers wor…
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Hermes 4 14B
NousResearch · Kit
A 14B hybrid reasoning model from Nous Research, built on Qwen3-14B. It can think step by step, call tools, and return JSON that follows a schema. It uses the…
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Hermes-3-Llama-3.1-8B-GGUF
NousResearch · Kit
Runs Hermes 3, an 8B general-purpose chat model from NousResearch, as a quantized GGUF file for llama.cpp. Suits people who want a local assistant with functio…
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Hermes 3 Llama-3.1 8B
NousResearch · Kit
An 8B general-purpose chat model from Nous Research, built on Llama 3.1, with function calling, structured output, role play and code help. It suits developers…
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Qwen3.5-9B Brainwaves DeepThought STEM OneJev1.6
nightmedia · Kit
An experimental 9.4B image-and-text model made by nightmedia, a merge of three 9B models aimed at reasoning and science questions. It suits hobbyists and resea…
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