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 2 months ago
rasyosef/SPLADE-RoBERTa-Amharic-Base
updated
a collection
about 2 months ago
Amharic Neural IR Models
updated
a collection
about 2 months ago
Amharic Neural IR Models
Organizations
spaces
12
Sleeping
Wikipedia Agent with Groq and Mixtral
🏆
Answer questions using Wikipedia and AI
Running
Llama 3.2 400M Amharic Instruct
💻
Generates Amharic stories, poems, jokes and general info
Running
Llama 3.2 Amharic Chat
🏢
An Amharic chatbot was created using Llama-3.2-Amharic
Sleeping
2
GPT2 Amharic
⚡
Sleeping
4
Phi 2 Chat
🐨
Generate text responses in a chat interface
Sleeping
Phi 1.5 Chat
🔥
models
79
rasyosef/SPLADE-RoBERTa-Amharic-Base
Feature Extraction
•
0.1B
•
Updated
rasyosef/natural_questions_3m_splade_index
Updated
rasyosef/ColBERT-Mini
Sentence Similarity
•
11.2M
•
Updated
•
6
rasyosef/splade-small
Feature Extraction
•
28.8M
•
Updated
•
42
•
2
rasyosef/splade-mini
Feature Extraction
•
11.2M
•
Updated
•
95
•
5
rasyosef/splade-tiny
Feature Extraction
•
4.42M
•
Updated
•
4.02k
•
•
8
rasyosef/natural_questions_108k_splade_index
Updated
rasyosef/msmarco_dev_1M_splade_index
Updated
rasyosef/Llama-3.2-400M-Amharic
Text Generation
•
0.4B
•
Updated
•
9
•
3
rasyosef/RoBERTa-Amharic-Reranker-Base
Text Ranking
•
0.1B
•
Updated
datasets
16
rasyosef/msmarco
Viewer
•
Updated
•
558k
•
20
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer
•
Updated
•
44.7k
•
26
rasyosef/amharic-passage-retrieval-dataset
Viewer
•
Updated
•
44.7k
•
49
•
1
rasyosef/Amharic-Passage-Retrieval-Dataset-V2
Viewer
•
Updated
•
68.3k
•
12
rasyosef/flores_english_amharic_mt
Viewer
•
Updated
•
6.03k
•
36
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer
•
Updated
•
12.6k
•
17
rasyosef/amharic-llama-preferences
Viewer
•
Updated
•
14.9k
•
18
rasyosef/amharic-openhermes
Viewer
•
Updated
•
250
•
46
rasyosef/amharic-relevance-dataset-binary
Viewer
•
Updated
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125k
•
6
rasyosef/xlsum_amharic_summarization
Viewer
•
Updated
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56.7k
•
5