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 6 hours ago
rasyosef/reranker-amharic-base updated a model about 6 hours ago
rasyosef/reranker-amharic-medium updated a model about 6 hours ago
rasyosef/colbert-amharic-mediumOrganizations
spaces 12
Sleeping
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
Sentence Similarity • 0.1B • Updated • 4
rasyosef/reranker-amharic-base
Text Ranking • 0.1B • Updated • 2
rasyosef/reranker-amharic-medium
Text Ranking • 42.1M • Updated • 4
rasyosef/colbert-amharic-base
Sentence Similarity • 0.1B • Updated • 1
rasyosef/colbert-amharic-medium
Sentence Similarity • 42.1M • Updated • 1
rasyosef/splade-amharic-base
Feature Extraction • 0.1B • Updated • 6
rasyosef/splade-amharic-medium
Feature Extraction • 42.2M • Updated • 7 • 2
rasyosef/embedding-amharic-medium
Sentence Similarity • 42.1M • Updated • 10
rasyosef/splade-tiny
Feature Extraction • 4.42M • Updated • 6.76k • • 10
rasyosef/splade-mini
Feature Extraction • 11.2M • Updated • 3.04k • • 5
datasets 16
rasyosef/Amharic-Passage-Retrieval-Dataset-V2
Viewer • Updated • 68.3k • 69
rasyosef/msmarco
Viewer • Updated • 558k • 26
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer • Updated • 44.7k • 217
rasyosef/amharic-passage-retrieval-dataset
Viewer • Updated • 44.7k • 94 • 1
rasyosef/flores_english_amharic_mt
Viewer • Updated • 6.03k • 52
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer • Updated • 12.6k • 13
rasyosef/amharic-llama-preferences
Viewer • Updated • 14.9k • 15
rasyosef/amharic-openhermes
Viewer • Updated • 250 • 12
rasyosef/amharic-relevance-dataset-binary
Viewer • Updated • 125k • 15
rasyosef/xlsum_amharic_summarization
Viewer • Updated • 56.7k • 145