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 2 days ago
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive
Architectures liked a Space 2 days ago
mishig/jepawiki upvoted a paper 5 days ago
JEPA-Reasoner: Decoupling Latent Reasoning from Token GenerationOrganizations
LLM-as-a-Judge
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 880 • • 104 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 80 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 491 • 71 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 42.2k • • 105
Zero-Shot Entailment Models
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 55.8k • • 63 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 200k • • 126 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 869 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 18.8k • • 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 • 5.88k • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 3.11k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 4.56k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 8
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 • 1.38M • 350 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 9.96M • • 976 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 725k • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 337k • 142
Embedding Encoder-only Models
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BAAI/bge-m3
Sentence Similarity • Updated • 20.7M • • 2.97k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 14.8M • • 657 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 15.2M • 811 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 4.41M • • 791
Summarization
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Falconsai/text_summarization
Summarization • 60.5M • Updated • 12.3k • 292 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 166 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 65 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 28 • 2
Instruct LLMs
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 318 • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 37 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 11.5k • • 2.07k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 96.8k • 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 • 880 • • 104 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 80 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 491 • 71 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 42.2k • • 105
Reasoning LLMs
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 55.8k • • 63 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 200k • • 126 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 869 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 18.8k • • 65
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 1.38M • 350 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 9.96M • • 976 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 725k • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 337k • 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 • 5.88k • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 3.11k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 4.56k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 8
Embedding Encoder-only Models
-
BAAI/bge-m3
Sentence Similarity • Updated • 20.7M • • 2.97k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 14.8M • • 657 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 15.2M • 811 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 4.41M • • 791
Small LLMs
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 12.3k • 292 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 166 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 65 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 28 • 2
Part-of-Speech Tagging
Instruct LLMs
-
instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 318 • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 37 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 11.5k • • 2.07k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 96.8k • 10