Guille Pérez-Torró
guishe
AI & ML interests
Information Retrieval, Few-Shot Learning, Named Entity Recognition, Named Entity Disambiguation, Semantic Search, Aspect-based Sentiment Analysis
Recent Activity
upvoted a paper 27 days ago
Reinforcement Learning for Self-Improving Agent with Skill Library liked a Space about 1 month ago
HuggingFaceFW/finephrase upvoted a paper 2 months ago
ORPO: Monolithic Preference Optimization without Reference ModelOrganizations
None yet
LLM-as-a-Judge
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 952 • • 103 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 77 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 895 • 70 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 29.3k • 104
Zero-Shot Entailment Models
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 52.2k • • 61 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 449k • • 125 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 863 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 13.3k • • 65
NER Encoder-only Models
This collections gathers several NER models. Either fine-tuned versions for specific tasks or generic backbone models ready to be fine-tuned.
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guishe/nuner-v1_orgs
Token Classification • 0.1B • Updated • 6.41k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 2.92k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 4.31k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 13
Small LLMs
Part-of-Speech Tagging
Multimodal Embeddings
Reasoning LLMs
ReRanker Encoder-only Models
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jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 1.12M • 348 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 6.53M • • 948 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 1.14M • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 102k • 141
Embedding Encoder-only Models
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BAAI/bge-m3
Sentence Similarity • Updated • 15.5M • • 2.9k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 8.47M • • 648 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 11.2M • 795 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 3.91M • • 783
Summarization
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Falconsai/text_summarization
Summarization • 60.5M • Updated • 12.2k • 292 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 187 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 129 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 104 • 2
Instruct LLMs
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 165 • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 41 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 11.5k • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 105k • 10
Multi-Vector Embedding Models
Multimodal Embeddings
LLM-as-a-Judge
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 952 • • 103 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 77 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 895 • 70 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 29.3k • 104
Reasoning LLMs
Zero-Shot Entailment Models
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 52.2k • • 61 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 449k • • 125 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 863 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 13.3k • • 65
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 1.12M • 348 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 6.53M • • 948 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 1.14M • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 102k • 141
NER Encoder-only Models
This collections gathers several NER models. Either fine-tuned versions for specific tasks or generic backbone models ready to be fine-tuned.
-
guishe/nuner-v1_orgs
Token Classification • 0.1B • Updated • 6.41k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 2.92k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 4.31k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 13
Embedding Encoder-only Models
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BAAI/bge-m3
Sentence Similarity • Updated • 15.5M • • 2.9k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 8.47M • • 648 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 11.2M • 795 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 3.91M • • 783
Small LLMs
Summarization
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Falconsai/text_summarization
Summarization • 60.5M • Updated • 12.2k • 292 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 187 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 129 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 104 • 2
Part-of-Speech Tagging
Instruct LLMs
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 165 • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 41 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 11.5k • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 105k • 10