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Are Decoder-Only LLMs the Silver Bullet

Official Models for "Are Decoder-Only LLMs the Silver Bullet for Code Search?"

SYSUSELab/DCS-CodeGemma-7b-It-MNTP

Updated Oct 22, 2025 • 2
SYSUSELab/DCS-CodeLlama-7B-It-MNTP

Updated Oct 21, 2025 • 4
SYSUSELab/DCS-CodeMistral-7B-It-MNTP

Updated Oct 21, 2025 • 1
SYSUSELab/DCS-DeepSeekCoder-6.7B-It-MNTP

Updated Nov 5, 2025 • 37

Ubicomp/ISWC 2025

LLM Agent-Based Simulation of Student Activities and Mental Health Using Smartphone Sensing Data

Paper • 2508.02679 • Published Jul 17, 2025

A collection of the new mochaV2 series.

theguywhosucks/mochaV2

Text Generation • 25.3M • Updated Sep 19, 2025 • 7

ArabicToolCalling

ArabicToolCalling is a collection of resources focused on tool/function calling for Arabic.

Large Language Model (LLM)

deepseek-ai/DeepSeek-R1-0528-Qwen3-8B

Text Generation • 8B • Updated May 29, 2025 • 144k • • 1.04k
ibm-granite/granite-4.0-h-tiny

Text Generation • Updated Nov 3, 2025 • 19.5k • 193
lmstudio-community/granite-4.0-h-tiny-GGUF

7B • Updated Oct 2, 2025 • 8.22k • 2
Qwen/Qwen3-TTS-12Hz-0.6B-Base

Text-to-Speech • Updated Jan 29 • 340k • 196

Resources for ModernVBERT

ModernVBERT/modernvbert

Visual Document Retrieval • Updated Nov 27, 2025 • 44
HuggingFaceM4/the_cauldron

Viewer • Updated May 6, 2024 • 1.88M • 42.8k • 519
HuggingFaceM4/Docmatix

Viewer • Updated Aug 26, 2024 • 2.55M • 14.2k • 299
ModernVBERT/modernvbert-embed

Visual Document Retrieval • 0.3B • Updated Oct 12, 2025 • 2 • 7

Late interaction models

NeuML/colbert-muvera-femto

Sentence Similarity • 243k • Updated Dec 12, 2025 • 3 • 20
NeuML/colbert-muvera-pico

Sentence Similarity • 448k • Updated Dec 12, 2025 • 2 • 1
NeuML/colbert-muvera-nano

Sentence Similarity • 970k • Updated Dec 12, 2025 • 121 • 3
NeuML/colbert-muvera-micro

Sentence Similarity • Updated Dec 12, 2025 • 2 • 25

graf/llama_gsm8k_test_boxed

Viewer • Updated Sep 10, 2025 • 1.02k • 3
graf/llama_gsm8k_train_boxed

Viewer • Updated Sep 10, 2025 • 7.43k • 5
graf/llama_deepmath_boxed

Viewer • Updated Sep 10, 2025 • 70.5k • 20
graf/llama_math_test_boxed

Viewer • Updated Jan 5 • 24k • 15

KISTI-KONI/KONI-4B-instruct-20250901

Text Generation • 4B • Updated Sep 12, 2025 • 17 • 2
KISTI-KONI/KONI-4B-base-20250819

Text Generation • 4B • Updated Aug 31, 2025 • 1 • 3
KISTI-KONI/KONI-Llama3.1-70B-Instruct-20241115

Text Generation • 71B • Updated Nov 17, 2024 • 6 • 1
KISTI-KONI/KONI-Llama3.1-8B-Instruct-20241024

Text Generation • 8B • Updated Nov 16, 2024 • 3.94k • • 2

Are Decoder-Only LLMs the Silver Bullet

Official Models for "Are Decoder-Only LLMs the Silver Bullet for Code Search?"

SYSUSELab/DCS-CodeGemma-7b-It-MNTP

Updated Oct 22, 2025 • 2
SYSUSELab/DCS-CodeLlama-7B-It-MNTP

Updated Oct 21, 2025 • 4
SYSUSELab/DCS-CodeMistral-7B-It-MNTP

Updated Oct 21, 2025 • 1
SYSUSELab/DCS-DeepSeekCoder-6.7B-It-MNTP

Updated Nov 5, 2025 • 37

Resources for ModernVBERT

ModernVBERT/modernvbert

Visual Document Retrieval • Updated Nov 27, 2025 • 44
HuggingFaceM4/the_cauldron

Viewer • Updated May 6, 2024 • 1.88M • 42.8k • 519
HuggingFaceM4/Docmatix

Viewer • Updated Aug 26, 2024 • 2.55M • 14.2k • 299
ModernVBERT/modernvbert-embed

Visual Document Retrieval • 0.3B • Updated Oct 12, 2025 • 2 • 7

Ubicomp/ISWC 2025

LLM Agent-Based Simulation of Student Activities and Mental Health Using Smartphone Sensing Data

Paper • 2508.02679 • Published Jul 17, 2025

Late interaction models

NeuML/colbert-muvera-femto

Sentence Similarity • 243k • Updated Dec 12, 2025 • 3 • 20
NeuML/colbert-muvera-pico

Sentence Similarity • 448k • Updated Dec 12, 2025 • 2 • 1
NeuML/colbert-muvera-nano

Sentence Similarity • 970k • Updated Dec 12, 2025 • 121 • 3
NeuML/colbert-muvera-micro

Sentence Similarity • Updated Dec 12, 2025 • 2 • 25

A collection of the new mochaV2 series.

theguywhosucks/mochaV2

Text Generation • 25.3M • Updated Sep 19, 2025 • 7

graf/llama_gsm8k_test_boxed

Viewer • Updated Sep 10, 2025 • 1.02k • 3
graf/llama_gsm8k_train_boxed

Viewer • Updated Sep 10, 2025 • 7.43k • 5
graf/llama_deepmath_boxed

Viewer • Updated Sep 10, 2025 • 70.5k • 20
graf/llama_math_test_boxed

Viewer • Updated Jan 5 • 24k • 15

ArabicToolCalling

ArabicToolCalling is a collection of resources focused on tool/function calling for Arabic.

KISTI-KONI/KONI-4B-instruct-20250901

Text Generation • 4B • Updated Sep 12, 2025 • 17 • 2
KISTI-KONI/KONI-4B-base-20250819

Text Generation • 4B • Updated Aug 31, 2025 • 1 • 3
KISTI-KONI/KONI-Llama3.1-70B-Instruct-20241115

Text Generation • 71B • Updated Nov 17, 2024 • 6 • 1
KISTI-KONI/KONI-Llama3.1-8B-Instruct-20241024

Text Generation • 8B • Updated Nov 16, 2024 • 3.94k • • 2

Large Language Model (LLM)

deepseek-ai/DeepSeek-R1-0528-Qwen3-8B

Text Generation • 8B • Updated May 29, 2025 • 144k • • 1.04k
ibm-granite/granite-4.0-h-tiny

Text Generation • Updated Nov 3, 2025 • 19.5k • 193
lmstudio-community/granite-4.0-h-tiny-GGUF

7B • Updated Oct 2, 2025 • 8.22k • 2
Qwen/Qwen3-TTS-12Hz-0.6B-Base

Text-to-Speech • Updated Jan 29 • 340k • 196

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