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
liked
a Space 2 days ago
HuggingFaceFW/finephrase upvoted a paper about 1 month ago
ORPO: Monolithic Preference Optimization without Reference Model liked
a model about 2 months ago
BAAI/bge-reranker-v2-m3 Organizations
None yet
LLM-as-a-Judge
-
AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 900 • • 103 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 88 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 1.03k • 71 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 64.7k • 101
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 62k • • 60 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 504k • • 124 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 739 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 13.5k • • 62
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 • 3k • 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 • 1.02k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 2
Small LLMs
Part-of-Speech Tagging
Multimodal Embeddings
Reasoning LLMs
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 468k • 344 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 4.61M • • 916 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 1.17M • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 29k • 140
Embedding Encoder-only Models
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 31.1k • • 289 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 253 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 116 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 28 • 2
Instruct LLMs
-
instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 14.9k • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 77 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • Updated • 6.03k • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 85k • 10
Multi-Vector Embedding Models
Multimodal Embeddings
LLM-as-a-Judge
-
AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 900 • • 103 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 88 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 1.03k • 71 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 64.7k • 101
Reasoning LLMs
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 62k • • 60 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 504k • • 124 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 739 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 13.5k • • 62
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 468k • 344 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 4.61M • • 916 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 1.17M • 46 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • Updated • 29k • 140
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 • 3k • 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 • 1.02k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 2
Embedding Encoder-only Models
Small LLMs
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 31.1k • • 289 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 253 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 116 • 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 • 14.9k • • 75 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 77 • 48 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • Updated • 6.03k • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 85k • 10