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
an
article
about 1 month ago
Welcome EmbeddingGemma, Google's new efficient embedding model
liked
a model
2 months ago
unsloth/Qwen3-4B-Instruct-2507-unsloth-bnb-4bit
liked
a model
2 months ago
unsloth/gpt-oss-20b-bnb-4bit
Organizations
None yet
LLM-as-a-Judge
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 1.15k • • 103 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 34 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 3.37k • 67 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 7.73k • 95
Zero-Shot Entailment Models
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 49.7k • • 55 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 98k • • 109 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 245 • 18 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 5.23k • • 54
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 • 6.34k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 3.14k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 1.72k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 8
Small LLMs
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microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 1.43M • 1.31k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 618k • • 1.2k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 1.78k • 169 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 69.8k • 145
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 • 1.13M • 316 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.9M • • 774 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 40.8k • 44 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 18.7k • 134
Embedding Encoder-only Models
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BAAI/bge-m3
Sentence Similarity • Updated • 6.13M • • 2.42k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 3.83M • • 590 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 1.77M • 724 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.52M • • 732
Summarization
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Falconsai/text_summarization
Summarization • 60.5M • Updated • 57.4k • • 266 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 383 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 355 • 16 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 30 • 2
Instruct LLMs
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 271 • • 68 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 113 • 46 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 9.07k • • 2.05k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 2B • Updated • 81.8k • 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 • 1.15k • • 103 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 34 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 3.37k • 67 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 7.73k • 95
Reasoning LLMs
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 49.7k • • 55 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 98k • • 109 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 245 • 18 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 5.23k • • 54
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 1.13M • 316 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.9M • • 774 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 40.8k • 44 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 18.7k • 134
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 • 6.34k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 3.14k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 1.72k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 8
Embedding Encoder-only Models
-
BAAI/bge-m3
Sentence Similarity • Updated • 6.13M • • 2.42k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 3.83M • • 590 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 1.77M • 724 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.52M • • 732
Small LLMs
-
microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 1.43M • 1.31k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 618k • • 1.2k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 1.78k • 169 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 69.8k • 145
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 57.4k • • 266 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 383 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 355 • 16 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 30 • 2
Part-of-Speech Tagging
Instruct LLMs
-
instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 271 • • 68 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 113 • 46 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 9.07k • • 2.05k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 2B • Updated • 81.8k • 10