SPLADE sparse retrieval models based on BERT-Tiny (4M) and BERT-Mini (11M) distilled from a Cross-Encoder on the MSMARCO dataset
Yosef Worku Alemneh
rasyosef
AI & ML interests
Pretraining, Supervised Fine Tuning, Direct Preference Optimization, Retrieval Augmented Generation (RAG), Function Calling
Recent Activity
updated
a collection
about 1 hour ago
SPLADE-Tiny-MSMARCO
updated
a collection
about 1 hour ago
SPLADE-Tiny-MSMARCO
updated
a model
about 1 hour ago
rasyosef/splade-tiny
Organizations
Text Embedding and ColBERT models based on Amharic RoBERTa and BERT for Amharic passage retrieval
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Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval
Paper • 2505.19356 • Published -
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity • 0.1B • Updated • 26 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 3 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 0.0B • Updated • 26
SPLADE sparse retrieval models based on BERT-Tiny (4M) and BERT-Mini (11M) distilled from a Cross-Encoder on the MSMARCO dataset
Text Embedding and ColBERT models based on Amharic RoBERTa and BERT for Amharic passage retrieval
-
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval
Paper • 2505.19356 • Published -
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity • 0.1B • Updated • 26 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 3 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 0.0B • Updated • 26
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
⚡
Running
4
Phi 2 Chat
🐨
Sleeping
Phi 1.5 Chat
🔥
models
69
rasyosef/splade-tiny
Feature Extraction
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0.0B
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Updated
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15
rasyosef/splade-mini
Feature Extraction
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0.0B
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Updated
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55
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1
rasyosef/RoBERTa-Amharic-Reranker-Base
Text Ranking
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0.1B
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Updated
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8
rasyosef/SPLADE-RoBERTa-Amharic-Base
Feature Extraction
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0.1B
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Updated
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3
rasyosef/SPLADE-RoBERTa-Amharic-Medium
Feature Extraction
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0.0B
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Updated
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12
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2
rasyosef/snowflake-arctic-embed-l-v2.0-finetuned-amharic
Sentence Similarity
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0.6B
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Updated
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4
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity
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0.1B
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Updated
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26
rasyosef/bert-amharic-text-embedding-medium
Sentence Similarity
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0.0B
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Updated
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163
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity
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0.0B
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Updated
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26
rasyosef/colbert-roberta-amharic-base
Sentence Similarity
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0.1B
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Updated
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3
datasets
16
rasyosef/msmarco
Viewer
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Updated
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558k
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400
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer
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Updated
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44.7k
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15
rasyosef/amharic-passage-retrieval-dataset
Viewer
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Updated
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44.7k
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31
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1
rasyosef/amharic-passage-retrieval-dataset-v2
Viewer
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Updated
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68.3k
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17
rasyosef/flores_english_amharic_mt
Viewer
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Updated
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6.03k
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12
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer
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Updated
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12.6k
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9
rasyosef/amharic-llama-preferences
Viewer
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Updated
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14.9k
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18
rasyosef/amharic-openhermes
Viewer
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Updated
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250
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23
rasyosef/amharic-relevance-dataset-binary
Viewer
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Updated
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125k
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20
rasyosef/xlsum_amharic_summarization
Viewer
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Updated
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56.7k
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15