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
9 days ago
OpenEvals/evaluation-guidebook
upvoted
an
article
about 2 months ago
DeepSeek-R1 Dissection: Understanding PPO & GRPO Without Any Prior Reinforcement Learning Knowledge
upvoted
an
article
about 2 months ago
Merge Large Language Models with mergekit
Organizations
None yet
LLM-as-a-Judge
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AtlaAI/Selene-1-Mini-Llama-3.1-8B
Text Generation • 8B • Updated • 590 • • 102 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 78 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 378 • 69 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 23.3k • 99
Zero-Shot Entailment Models
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 48.3k • • 58 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 290k • • 118 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 191 • 18 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 7.81k • • 56
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 • 10.3k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 2.81k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 1.01k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 22
Small LLMs
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microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 1.88M • 1.36k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 310k • • 1.25k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 5.69k • 173 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 91.8k • 170
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 • 307k • 334 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.87M • • 847 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 41.7k • 45 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 39.9k • 139
Embedding Encoder-only Models
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BAAI/bge-m3
Sentence Similarity • Updated • 7.78M • • 2.62k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 3.31M • • 616 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 3.08M • 749 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.13M • • 747
Summarization
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Falconsai/text_summarization
Summarization • 60.5M • Updated • 30.9k • • 279 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 265 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 282 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 19 • 2
Instruct LLMs
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instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 134 • • 72 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 48 • 47 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 5.06k • • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 90.5k • 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 • 590 • • 102 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 78 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 378 • 69 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 23.3k • 99
Reasoning LLMs
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 48.3k • • 58 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 290k • • 118 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 191 • 18 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 7.81k • • 56
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 307k • 334 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.87M • • 847 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 41.7k • 45 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 39.9k • 139
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 • 10.3k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 2.81k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 1.01k -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 22
Embedding Encoder-only Models
-
BAAI/bge-m3
Sentence Similarity • Updated • 7.78M • • 2.62k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 3.31M • • 616 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 3.08M • 749 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 2.13M • • 747
Small LLMs
-
microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 1.88M • 1.36k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 310k • • 1.25k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 5.69k • 173 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 91.8k • 170
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 30.9k • • 279 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 265 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 282 • 17 -
BEE-spoke-data/pegasus-x-base-synthsumm_open-16k
Summarization • 0.3B • Updated • 19 • 2
Part-of-Speech Tagging
Instruct LLMs
-
instruction-pretrain/finance-Llama3-8B
Text Generation • 8B • Updated • 134 • • 72 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 48 • 47 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 5.06k • • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 90.5k • 10