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
16 days ago
OpenEvals/evaluation-guidebook
upvoted
an
article
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 • 532 • • 102 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 79 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 365 • 69 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 24.1k • 100
Zero-Shot Entailment Models
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MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 50.6k • • 58 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 226k • • 118 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 200 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 5.93k • • 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 • 10.8k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 2.68k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 842 -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 10
Small LLMs
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microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 1.63M • 1.36k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 178k • • 1.26k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 5.64k • 173 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 65.8k • 171
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 • 289k • 334 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.71M • • 851 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 40.9k • 45 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 27.4k • 139
Embedding Encoder-only Models
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BAAI/bge-m3
Sentence Similarity • Updated • 7.42M • • 2.64k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 3.56M • • 618 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 3.34M • 751 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 1.86M • • 747
Summarization
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Falconsai/text_summarization
Summarization • 60.5M • Updated • 33.6k • • 279 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 282 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 242 • 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 • 96 • • 72 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 64 • 47 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 4.03k • • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 72.3k • 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 • 532 • • 102 -
AtlaAI/Selene-1-Mini-Llama-3.1-8B-Q4_K_M-GGUF
Text Generation • 8B • Updated • 79 • 8 -
flowaicom/Flow-Judge-v0.1
Text Generation • 4B • Updated • 365 • 69 -
prometheus-eval/prometheus-7b-v2.0
Text Generation • 7B • Updated • 24.1k • 100
Reasoning LLMs
Zero-Shot Entailment Models
-
MoritzLaurer/bge-m3-zeroshot-v2.0
Zero-Shot Classification • 0.6B • Updated • 50.6k • • 58 -
MoritzLaurer/deberta-v3-large-zeroshot-v2.0
Zero-Shot Classification • 0.4B • Updated • 226k • • 118 -
MoritzLaurer/ModernBERT-base-zeroshot-v2.0
Text Classification • 0.1B • Updated • 200 • 19 -
MoritzLaurer/ModernBERT-large-zeroshot-v2.0
Text Classification • 0.4B • Updated • 5.93k • • 56
ReRanker Encoder-only Models
-
jinaai/jina-reranker-v2-base-multilingual
Text Ranking • 0.3B • Updated • 289k • 334 -
BAAI/bge-reranker-v2-m3
Text Classification • 0.6B • Updated • 2.71M • • 851 -
mixedbread-ai/mxbai-rerank-base-v1
Text Ranking • 0.2B • Updated • 40.9k • 45 -
mixedbread-ai/mxbai-rerank-large-v1
Text Ranking • 0.4B • Updated • 27.4k • 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 • 10.8k • • 2 -
guishe/span-marker-generic-ner-v1-fewnerd-fine-super
Token Classification • 0.1B • Updated • 2.68k • 13 -
protectai/guishe-nuner-v1_orgs-onnx
Token Classification • Updated • 842 -
guishe/nuner-v1_fewnerd_fine_super
Token Classification • 0.1B • Updated • 10
Embedding Encoder-only Models
-
BAAI/bge-m3
Sentence Similarity • Updated • 7.42M • • 2.64k -
BAAI/bge-large-en-v1.5
Feature Extraction • 0.3B • Updated • 3.56M • • 618 -
nomic-ai/nomic-embed-text-v1.5
Sentence Similarity • 0.1B • Updated • 3.34M • 751 -
mixedbread-ai/mxbai-embed-large-v1
Feature Extraction • 0.3B • Updated • 1.86M • • 747
Small LLMs
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microsoft/Phi-3-mini-4k-instruct
Text Generation • 4B • Updated • 1.63M • 1.36k -
google/gemma-2-2b-it
Text Generation • 3B • Updated • 178k • • 1.26k -
nvidia/Nemotron-Mini-4B-Instruct
Text Generation • Updated • 5.64k • 173 -
HuggingFaceTB/SmolLM2-360M-Instruct
Text Generation • 0.4B • Updated • 65.8k • 171
Summarization
-
Falconsai/text_summarization
Summarization • 60.5M • Updated • 33.6k • • 279 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM
Summarization • 0.4B • Updated • 282 • 13 -
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI
Summarization • 0.4B • Updated • 242 • 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 • 96 • • 72 -
EmergentMethods/Phi-3-mini-4k-instruct-graph
Text Generation • 4B • Updated • 64 • 47 -
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
Text Generation • 71B • Updated • 4.03k • • 2.06k -
unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
Text Generation • 3B • Updated • 72.3k • 10