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 collection 3 days ago
NuExtract3 upvoted an article 10 days ago
🛡️ Nemotron PII: Synthesized Data for Privacy-Preserving AI upvoted a paper 10 days ago
Next-Embedding Prediction Makes Strong Vision LearnersOrganizations
LLM-as-a-Judge
-
AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 1.17k • • 104 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 125 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 1.99k • 71 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 45.9k • • 107
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 61.1k • • 63 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 29.3k • • 127 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 84.2k • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 21.5k • • 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.
-
guishe/nuner-v1_orgs
Token Classification • 0.1B • Updated • 10.4k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 3.15k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 1.07k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 8
Small LLMs
-
microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 717k • • 1.42k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 390k • • 1.36k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 243k • 182 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 279k • 188
Part-of-Speech Tagging
Multimodal Embeddings
Reasoning LLMs
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 1.58M • 351 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 12.5M • • 998 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 1.21M • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 226k • 142
Embedding Encoder-only Models
-
BAAI/bge-m3
Sentence Similarity • Updated • 28.7M • • 3.03k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 14.7M • • 667 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 17.1M • 833 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 4.73M • • 802
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 12.4k • • 292 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 245 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 57 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 67 • 3
Instruct LLMs
-
instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 1.75k • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 108 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 10.9k • • 2.07k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 84k • 10
Multi-Vector Embedding Models
Multimodal Embeddings
LLM-as-a-Judge
-
AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 1.17k • • 104 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 125 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 1.99k • 71 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 45.9k • • 107
Reasoning LLMs
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 61.1k • • 63 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 29.3k • • 127 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 84.2k • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 21.5k • • 65
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 1.58M • 351 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 12.5M • • 998 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 1.21M • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 226k • 142
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 • 10.4k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 3.15k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 1.07k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 8
Embedding Encoder-only Models
-
BAAI/bge-m3
Sentence Similarity • Updated • 28.7M • • 3.03k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 14.7M • • 667 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 17.1M • 833 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 4.73M • • 802
Small LLMs
-
microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 717k • • 1.42k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 390k • • 1.36k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 243k • 182 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 279k • 188
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 12.4k • • 292 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 245 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 57 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 67 • 3
Part-of-Speech Tagging
Instruct LLMs
-
instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 1.75k • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 108 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 10.9k • • 2.07k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 84k • 10