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
commented on
an
article
about 9 hours ago
Training and Finetuning Sparse Embedding Models with Sentence Transformers v5
new activity
about 10 hours ago
naver/splade-v3:SPLADE-Index python package: An ultra-fast search index for SPLADE sparse retrieval models
updated
a model
6 days 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 • 12 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 6 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 0.0B • Updated • 16
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 • 12 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 6 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 0.0B • Updated • 16
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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29
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2
rasyosef/splade-mini
Feature Extraction
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0.0B
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60
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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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9
rasyosef/SPLADE-RoBERTa-Amharic-Base
Feature Extraction
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0.1B
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4
rasyosef/SPLADE-RoBERTa-Amharic-Medium
Feature Extraction
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13
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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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5
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity
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0.1B
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12
rasyosef/bert-amharic-text-embedding-medium
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0.0B
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121
rasyosef/roberta-amharic-text-embedding-medium
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0.0B
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16
rasyosef/colbert-roberta-amharic-base
Sentence Similarity
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0.1B
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6
datasets
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rasyosef/msmarco
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558k
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544
rasyosef/amharic-passage-retrieval-dataset-with-negatives
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44.7k
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19
rasyosef/amharic-passage-retrieval-dataset
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44.7k
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25
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1
rasyosef/amharic-passage-retrieval-dataset-v2
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68.3k
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21
rasyosef/flores_english_amharic_mt
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6.03k
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10
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
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12.6k
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13
rasyosef/amharic-llama-preferences
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14.9k
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13
rasyosef/amharic-openhermes
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250
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rasyosef/amharic-relevance-dataset-binary
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125k
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12
rasyosef/xlsum_amharic_summarization
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56.7k
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9