Amharic Neural Information Retrieval models: Bi-Encoders, Cross Encoders, ColBERT, and SPLADE
Yosef Worku Alemneh
rasyosef
AI & ML interests
Pretraining, Supervised Fine Tuning, Direct Preference Optimization, Retrieval Augmented Generation (RAG), Function Calling
Recent Activity
updated a model about 4 hours ago
rasyosef/embedding-amharic-base updated a model about 4 hours ago
rasyosef/embedding-amharic-medium new activity about 4 hours ago
rasyosef/colbert-amharic-base:Improve model card: update pipeline tag, add paper and code linksOrganizations
spaces 12
Running
Agents
Wikipedia Agent with Groq and Mixtral
🏆
Answer questions using Wikipedia and AI
Running
Agents
Llama 3.2 400M Amharic Instruct
💻
Generates Amharic stories, poems, jokes and general info
Sleeping
Agents
Llama 3.2 Amharic Chat
🏢
An Amharic chatbot was created using Llama-3.2-Amharic
Runtime error
Agents
2
GPT2 Amharic
⚡
Runtime error
Agents
4
Phi 2 Chat
🐨
Generate text responses in a chat interface
Sleeping
Agents
Phi 1.5 Chat
🔥
models 79
rasyosef/embedding-amharic-base
Text Retrieval • 0.1B • Updated • 61
rasyosef/embedding-amharic-medium
Text Retrieval • 42.1M • Updated • 50
rasyosef/colbert-amharic-base
Text Retrieval • 0.1B • Updated • 85
rasyosef/reranker-amharic-medium
Text Ranking • 42.1M • Updated • 30
rasyosef/splade-amharic-base
Text Retrieval • 0.1B • Updated • 40
rasyosef/reranker-amharic-base
Text Ranking • 0.1B • Updated • 52
rasyosef/colbert-amharic-medium
Text Retrieval • 42.1M • Updated • 33 • 1
rasyosef/splade-amharic-medium
Text Retrieval • 42.2M • Updated • 26 • 2
rasyosef/splade-mini
Feature Extraction • 11.2M • Updated • 3.18k • • 5
rasyosef/splade-tiny
Feature Extraction • 4.42M • Updated • 5.97k • • 10
datasets 17
rasyosef/Amharic-Passage-Retrieval-Dataset-V2
Viewer • Updated • 68.3k • 70
rasyosef/Amharic-Passage-Retrieval-Dataset-V2-With-Negatives
Viewer • Updated • 68.3k • 20
rasyosef/msmarco
Viewer • Updated • 558k • 27
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer • Updated • 44.7k • 213
rasyosef/amharic-passage-retrieval-dataset
Viewer • Updated • 44.7k • 96 • 1
rasyosef/flores_english_amharic_mt
Viewer • Updated • 6.03k • 63
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer • Updated • 12.6k • 14
rasyosef/amharic-llama-preferences
Viewer • Updated • 14.9k • 18
rasyosef/amharic-openhermes
Viewer • Updated • 250 • 12
rasyosef/amharic-relevance-dataset-binary
Viewer • Updated • 125k • 15