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
updated
a collection
18 days ago
Small LLMs
upvoted
an
article
19 days ago
Model2Vec: Distill a Small Fast Model from any Sentence Transformer
updated
a collection
about 1 month ago
Instruct LLMs
Organizations
None yet
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 2.89k • 95 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 12 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 3.13k • 60 -
prometheus-eval/prometheus-7b-v2.0
Text2Text Generation • 7B • Updated • 13.8k • 91
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 54.8k • 50 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 139k • 102 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 1.85k • 17 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 26.5k • 50
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 • 794 • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 6.1k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 2.38k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 23
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microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 480k • • 1.21k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 303k • • 1.12k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 5.04k • 165 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 71.2k • 131
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jinaai/jina-reranker-v2-base-multilingual
Text Classification • 0.3B • Updated • 431k • 289 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.2M • • 689 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 68.1k • 43 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 24.8k • 129
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BAAI/bge-m3
Sentence Similarity • Updated • 3.86M • • 2.15k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 2.77M • • 533 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 1.19M • 655 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.16M • • 690
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Falconsai/text_summarization
Summarization • 0.1B • Updated • 46.9k • • 234 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 1.84k • 12 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 1.85k • 15 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 41 • 2
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 3.25k • 65 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 255 • 44 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 48.8k • • 2.05k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 2B • Updated • 160k • 10
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 2.89k • 95 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 12 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 3.13k • 60 -
prometheus-eval/prometheus-7b-v2.0
Text2Text Generation • 7B • Updated • 13.8k • 91
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 54.8k • 50 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 139k • 102 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 1.85k • 17 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 26.5k • 50
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jinaai/jina-reranker-v2-base-multilingual
Text Classification • 0.3B • Updated • 431k • 289 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.2M • • 689 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 68.1k • 43 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 24.8k • 129
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 • 794 • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 6.1k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 2.38k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 23
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BAAI/bge-m3
Sentence Similarity • Updated • 3.86M • • 2.15k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 2.77M • • 533 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 1.19M • 655 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.16M • • 690
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microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 480k • • 1.21k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 303k • • 1.12k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 5.04k • 165 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 71.2k • 131
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Falconsai/text_summarization
Summarization • 0.1B • Updated • 46.9k • • 234 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 1.84k • 12 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 1.85k • 15 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 41 • 2
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 3.25k • 65 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 255 • 44 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 48.8k • • 2.05k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 2B • Updated • 160k • 10