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 model
6 days ago
rasyosef/splade-small
updated
a collection
6 days ago
SPLADE-Tiny-MSMARCO
published
a model
6 days ago
rasyosef/splade-small
Organizations
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 • 35 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 14 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 0.0B • Updated • 10
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 • 35 -
rasyosef/colbert-roberta-amharic-base
Sentence Similarity • 0.1B • Updated • 14 -
rasyosef/roberta-amharic-text-embedding-medium
Sentence Similarity • 0.0B • Updated • 10
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
Sleeping
Llama 3.2 Amharic Chat
🏢
An Amharic chatbot was created using Llama-3.2-Amharic
Sleeping
2
GPT2 Amharic
⚡
Sleeping
4
Phi 2 Chat
🐨
Running
Phi 1.5 Chat
🔥
models
70
rasyosef/splade-small
Feature Extraction
•
0.0B
•
Updated
•
23
rasyosef/Llama-3.2-400M-Amharic
Text Generation
•
0.4B
•
Updated
•
118
•
3
rasyosef/splade-mini
Feature Extraction
•
0.0B
•
Updated
•
258
•
2
rasyosef/splade-tiny
Feature Extraction
•
0.0B
•
Updated
•
235
•
2
rasyosef/RoBERTa-Amharic-Reranker-Base
Text Ranking
•
0.1B
•
Updated
•
10
rasyosef/SPLADE-RoBERTa-Amharic-Base
Feature Extraction
•
0.1B
•
Updated
•
4
rasyosef/SPLADE-RoBERTa-Amharic-Medium
Feature Extraction
•
0.0B
•
Updated
•
12
•
2
rasyosef/snowflake-arctic-embed-l-v2.0-finetuned-amharic
Sentence Similarity
•
0.6B
•
Updated
•
81
rasyosef/roberta-amharic-text-embedding-base
Sentence Similarity
•
0.1B
•
Updated
•
35
rasyosef/bert-amharic-text-embedding-medium
Sentence Similarity
•
0.0B
•
Updated
•
42
datasets
16
rasyosef/msmarco
Viewer
•
Updated
•
558k
•
355
rasyosef/amharic-passage-retrieval-dataset-with-negatives
Viewer
•
Updated
•
44.7k
•
30
rasyosef/amharic-passage-retrieval-dataset
Viewer
•
Updated
•
44.7k
•
49
•
1
rasyosef/amharic-passage-retrieval-dataset-v2
Viewer
•
Updated
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68.3k
•
6
rasyosef/flores_english_amharic_mt
Viewer
•
Updated
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6.03k
•
5
rasyosef/2AIRTC-Amharic-Adhoc-Information-Retrieval-Test-Collection
Viewer
•
Updated
•
12.6k
•
6
rasyosef/amharic-llama-preferences
Viewer
•
Updated
•
14.9k
•
4
rasyosef/amharic-openhermes
Viewer
•
Updated
•
250
•
2
rasyosef/amharic-relevance-dataset-binary
Viewer
•
Updated
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125k
•
8
rasyosef/xlsum_amharic_summarization
Viewer
•
Updated
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56.7k
•
22