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d0zz0d

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Recent Activity

updated a collection 17 days ago

Sub-5b Parameter T2T LLMs

updated a collection 19 days ago

Below Double-Digits - IT2T VLMs

updated a collection 25 days ago

Sub-5b Parameter MM2T LLMs

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d0zz0d 's collections 15

Sub-5b Things

Sub-5b Parameter T2T LLMs

Collection

4b is the new 7b, i was meant to do sub-3b and sub-4b collections, but in the end i decided to combine into a single collection of text-to-text LLMs • 24 items • Updated 13 days ago
Sub-5b Parameter MM2T LLMs

Collection

4b is the new 7b, now multimodal! • 15 items • Updated 25 days ago
Sub-5b T2T LLMs - Finetunes

Collection

23 items • Updated 28 days ago

Below Double-Digits - T2T LLMs

This collection features Text-to-Text Large Language Models, that are below 10 billion parameters. Ideal for CPU+16GB RAM systems. (i think.)

Qwen/Qwen3-8B

Text Generation • 8B • Updated Jul 26 • 4.38M • • 829
meta-llama/Llama-3.1-8B-Instruct

Text Generation • 8B • Updated Sep 25, 2024 • 10.6M • • 5.18k
nvidia/NVIDIA-Nemotron-Nano-9B-v2

Text Generation • 9B • Updated 22 days ago • 73.4k • 457
swiss-ai/Apertus-8B-Instruct-2509

Text Generation • 8B • Updated Nov 14 • 473k • • 415

Sub-5b Parameter T2T LLMs

4b is the new 7b, i was meant to do sub-3b and sub-4b collections, but in the end i decided to combine into a single collection of text-to-text LLMs

kakaocorp/kanana-1.5-2.1b-instruct-2505

Text Generation • 2B • Updated May 22 • 8.38k • 35
google/gemma-2-2b-it

Text Generation • 3B • Updated Aug 27, 2024 • 371k • • 1.25k
LiquidAI/LFM2-2.6B

Text Generation • 3B • Updated 22 days ago • 12.6k • 158
ibm-granite/granite-3.2-2b-instruct

Text Generation • 3B • Updated Apr 17 • 2.23k • 51

Sub-5b T2T LLMs - Finetunes

janhq/Jan-v1-2509

Text Generation • 196k • Updated Sep 9 • 100 • 33
janhq/Jan-v1-4B

Text Generation • 4B • Updated Aug 23 • 1.35k • 349
Menlo/Jan-nano

Text Generation • 4B • Updated Jul 4 • 3.67k • • 496
Menlo/Jan-nano-128k

Text Generation • 4B • Updated Jul 1 • 2.43k • 217

Sub-2b Parameter IT2T VLMs

A list of small Image-Text-to-Text Vision Language models, within the sub-2b parameter range.

OpenGVLab/InternVL3_5-1B

Image-Text-to-Text • 1B • Updated Aug 29 • 49k • 20
LiquidAI/LFM2-VL-1.6B

Image-Text-to-Text • 2B • Updated 22 days ago • 1.98k • 216
opendatalab/MinerU2.5-2509-1.2B

Image-Text-to-Text • 1B • Updated Sep 29 • 1.07M • 303
Qwen/Qwen3-VL-2B-Instruct

Image-Text-to-Text • 2B • Updated Oct 23 • 1.23M • 244

Sub-2b T2T LLMs - Historical

TinyLlama/TinyLlama-1.1B-Chat-v1.0

Text Generation • 1B • Updated Mar 17, 2024 • 1.48M • 1.49k
TinyLlama/TinyLlama_v1.1

Text Generation • Updated Jun 7, 2024 • 16k • 109
microsoft/phi-1_5

Text Generation • 1B • Updated Nov 24 • 46.7k • 1.35k
microsoft/phi-1

Text Generation • 1B • Updated Nov 24 • 4.24k • 218

Sub-1b Parameter IT2T VLMs

LiquidAI/LFM2-VL-450M

Image-Text-to-Text • 0.5B • Updated 22 days ago • 5k • 138
HuggingFaceTB/SmolVLM2-500M-Video-Instruct

Image-Text-to-Text • 0.5B • Updated Apr 8 • 117k • 109
HuggingFaceTB/SmolVLM2-256M-Video-Instruct

Image-Text-to-Text • 0.3B • Updated Apr 8 • 174k • 89
OpenGVLab/InternVL3-1B

Image-Text-to-Text • 0.9B • Updated Sep 11 • 104k • 77

Sub-1b T2T LLMs - Historical

point and laugh how old these models are

Qwen/Qwen2-0.5B-Instruct

Text Generation • 0.5B • Updated Aug 21, 2024 • 148k • 197
Qwen/Qwen1.5-0.5B-Chat

Text Generation • 0.6B • Updated Apr 30, 2024 • 57.7k • 88
HuggingFaceTB/SmolLM-135M-Instruct

Text Generation • 0.1B • Updated Sep 4, 2024 • 22.1k • 127
HuggingFaceTB/SmolLM-360M-Instruct

Text Generation • 0.4B • Updated Aug 18, 2024 • 7.95k • 83

Sub-2b Things

Sub-2b Parameter T2T LLMs

Collection

A list of text-to-text LLMs under 2B parameters, suitable for low-end consumer hardware • 16 items • Updated 28 days ago
Sub-2b T2T LLMs - Finetunes

Collection

A list of Finetuned LLMs, improving some or all aspects of a base LLM • 18 items • Updated 28 days ago
Sub-2b Parameter IT2T VLMs

Collection

A list of small Image-Text-to-Text Vision Language models, within the sub-2b parameter range. • 5 items • Updated 28 days ago

Below Double-Digits - IT2T VLMs

This collection features Image-Text-to-Text Vision Language Models, that are below 10 billion parameters. Ideal for CPU+16GB RAM systems. (i think.)

internlm/Intern-S1-mini

Image-Text-to-Text • 9B • Updated Oct 31 • 3.14k • 103
OpenGVLab/InternVL3_5-8B

Image-Text-to-Text • 9B • Updated Aug 29 • 127k • 87
openbmb/MiniCPM-V-4_5

Image-Text-to-Text • 9B • Updated 9 days ago • 51.4k • 1.03k
moondream/moondream3-preview

Image-Text-to-Text • 9B • Updated Oct 9 • 5.96k • • 527

Sub-5b Parameter MM2T LLMs

4b is the new 7b, now multimodal!

OpenGVLab/InternVL3_5-2B

Image-Text-to-Text • 2B • Updated Aug 29 • 15.7k • 16
Qwen/Qwen2.5-VL-3B-Instruct

Image-Text-to-Text • 4B • Updated Apr 6 • 3.5M • 579
google/gemma-3-4b-it

Image-Text-to-Text • 4B • Updated Mar 21 • 846k • 1.07k
openbmb/MiniCPM-V-4

Image-Text-to-Text • 4B • Updated Sep 15 • 65k • 460

Sub-2b Parameter T2T LLMs

A list of text-to-text LLMs under 2B parameters, suitable for low-end consumer hardware

google/gemma-3-1b-it

Text Generation • 1.0B • Updated Apr 4 • 2.29M • 774
meta-llama/Llama-3.2-1B-Instruct

Text Generation • 1B • Updated Oct 24, 2024 • 3.3M • • 1.22k
LiquidAI/LFM2-1.2B

Text Generation • 1B • Updated 22 days ago • 495k • 336
LGAI-EXAONE/EXAONE-4.0-1.2B

Text Generation • 1B • Updated Aug 4 • 14.9k • 111

Sub-2b T2T LLMs - Finetunes

A list of Finetuned LLMs, improving some or all aspects of a base LLM

SicariusSicariiStuff/Nano_Imp_1B

1B • Updated Nov 8 • 38 • 22
nvidia/Nemotron-Research-Reasoning-Qwen-1.5B

Text Generation • 2B • Updated Nov 21 • 2.14k • 235
nvidia/OpenReasoning-Nemotron-1.5B

Text Generation • 2B • Updated Sep 16 • 350 • 51
agentica-org/DeepScaleR-1.5B-Preview

Text Generation • 2B • Updated Apr 9 • 53k • 577

Sub-1b Parameter T2T LLMs

Lists some sub-1b parameter text-to-text small language models, perfect for edge use, smartphones, or generally weak hardware for below 2GB of RAM.

google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14 • 55.1k • 938
ibm-granite/granite-4.0-h-350m

Text Generation • 0.3B • Updated Oct 23 • 8.47k • 89
LiquidAI/LFM2-350M

Text Generation • 0.4B • Updated 22 days ago • 20.2k • 197
ibm-granite/granite-4.0-350m

Text Generation • 0.4B • Updated Oct 23 • 9.69k • 52

Sub-1b T2T LLMs - Finetunes

DavidAU/Qwen3-Zero-Coder-Reasoning-V2-0.8B

Text Generation • 0.8B • Updated Jul 31 • 41 • 1
LiquidAI/LFM2-350M-Extract

Text Generation • 0.4B • Updated 22 days ago • 4.28k • 65
LiquidAI/LFM2-350M-ENJP-MT

Translation • 0.4B • Updated 22 days ago • 4.26k • • 80
LiquidAI/LFM2-350M-Math

Text Generation • 0.4B • Updated 22 days ago • 82 • 51

Sub-5b Things

Sub-5b Parameter T2T LLMs

Collection

4b is the new 7b, i was meant to do sub-3b and sub-4b collections, but in the end i decided to combine into a single collection of text-to-text LLMs • 24 items • Updated 13 days ago
Sub-5b Parameter MM2T LLMs

Collection

4b is the new 7b, now multimodal! • 15 items • Updated 25 days ago
Sub-5b T2T LLMs - Finetunes

Collection

23 items • Updated 28 days ago

Sub-2b Things

Sub-2b Parameter T2T LLMs

Collection

A list of text-to-text LLMs under 2B parameters, suitable for low-end consumer hardware • 16 items • Updated 28 days ago
Sub-2b T2T LLMs - Finetunes

Collection

A list of Finetuned LLMs, improving some or all aspects of a base LLM • 18 items • Updated 28 days ago
Sub-2b Parameter IT2T VLMs

Collection

A list of small Image-Text-to-Text Vision Language models, within the sub-2b parameter range. • 5 items • Updated 28 days ago

Below Double-Digits - T2T LLMs

This collection features Text-to-Text Large Language Models, that are below 10 billion parameters. Ideal for CPU+16GB RAM systems. (i think.)

Qwen/Qwen3-8B

Text Generation • 8B • Updated Jul 26 • 4.38M • • 829
meta-llama/Llama-3.1-8B-Instruct

Text Generation • 8B • Updated Sep 25, 2024 • 10.6M • • 5.18k
nvidia/NVIDIA-Nemotron-Nano-9B-v2

Text Generation • 9B • Updated 22 days ago • 73.4k • 457
swiss-ai/Apertus-8B-Instruct-2509

Text Generation • 8B • Updated Nov 14 • 473k • • 415

Below Double-Digits - IT2T VLMs

This collection features Image-Text-to-Text Vision Language Models, that are below 10 billion parameters. Ideal for CPU+16GB RAM systems. (i think.)

internlm/Intern-S1-mini

Image-Text-to-Text • 9B • Updated Oct 31 • 3.14k • 103
OpenGVLab/InternVL3_5-8B

Image-Text-to-Text • 9B • Updated Aug 29 • 127k • 87
openbmb/MiniCPM-V-4_5

Image-Text-to-Text • 9B • Updated 9 days ago • 51.4k • 1.03k
moondream/moondream3-preview

Image-Text-to-Text • 9B • Updated Oct 9 • 5.96k • • 527

Sub-5b Parameter T2T LLMs

4b is the new 7b, i was meant to do sub-3b and sub-4b collections, but in the end i decided to combine into a single collection of text-to-text LLMs

kakaocorp/kanana-1.5-2.1b-instruct-2505

Text Generation • 2B • Updated May 22 • 8.38k • 35
google/gemma-2-2b-it

Text Generation • 3B • Updated Aug 27, 2024 • 371k • • 1.25k
LiquidAI/LFM2-2.6B

Text Generation • 3B • Updated 22 days ago • 12.6k • 158
ibm-granite/granite-3.2-2b-instruct

Text Generation • 3B • Updated Apr 17 • 2.23k • 51

Sub-5b Parameter MM2T LLMs

4b is the new 7b, now multimodal!

OpenGVLab/InternVL3_5-2B

Image-Text-to-Text • 2B • Updated Aug 29 • 15.7k • 16
Qwen/Qwen2.5-VL-3B-Instruct

Image-Text-to-Text • 4B • Updated Apr 6 • 3.5M • 579
google/gemma-3-4b-it

Image-Text-to-Text • 4B • Updated Mar 21 • 846k • 1.07k
openbmb/MiniCPM-V-4

Image-Text-to-Text • 4B • Updated Sep 15 • 65k • 460

Sub-5b T2T LLMs - Finetunes

janhq/Jan-v1-2509

Text Generation • 196k • Updated Sep 9 • 100 • 33
janhq/Jan-v1-4B

Text Generation • 4B • Updated Aug 23 • 1.35k • 349
Menlo/Jan-nano

Text Generation • 4B • Updated Jul 4 • 3.67k • • 496
Menlo/Jan-nano-128k

Text Generation • 4B • Updated Jul 1 • 2.43k • 217

Sub-2b Parameter T2T LLMs

A list of text-to-text LLMs under 2B parameters, suitable for low-end consumer hardware

google/gemma-3-1b-it

Text Generation • 1.0B • Updated Apr 4 • 2.29M • 774
meta-llama/Llama-3.2-1B-Instruct

Text Generation • 1B • Updated Oct 24, 2024 • 3.3M • • 1.22k
LiquidAI/LFM2-1.2B

Text Generation • 1B • Updated 22 days ago • 495k • 336
LGAI-EXAONE/EXAONE-4.0-1.2B

Text Generation • 1B • Updated Aug 4 • 14.9k • 111

Sub-2b Parameter IT2T VLMs

A list of small Image-Text-to-Text Vision Language models, within the sub-2b parameter range.

OpenGVLab/InternVL3_5-1B

Image-Text-to-Text • 1B • Updated Aug 29 • 49k • 20
LiquidAI/LFM2-VL-1.6B

Image-Text-to-Text • 2B • Updated 22 days ago • 1.98k • 216
opendatalab/MinerU2.5-2509-1.2B

Image-Text-to-Text • 1B • Updated Sep 29 • 1.07M • 303
Qwen/Qwen3-VL-2B-Instruct

Image-Text-to-Text • 2B • Updated Oct 23 • 1.23M • 244

Sub-2b T2T LLMs - Finetunes

A list of Finetuned LLMs, improving some or all aspects of a base LLM

SicariusSicariiStuff/Nano_Imp_1B

1B • Updated Nov 8 • 38 • 22
nvidia/Nemotron-Research-Reasoning-Qwen-1.5B

Text Generation • 2B • Updated Nov 21 • 2.14k • 235
nvidia/OpenReasoning-Nemotron-1.5B

Text Generation • 2B • Updated Sep 16 • 350 • 51
agentica-org/DeepScaleR-1.5B-Preview

Text Generation • 2B • Updated Apr 9 • 53k • 577

Sub-2b T2T LLMs - Historical

TinyLlama/TinyLlama-1.1B-Chat-v1.0

Text Generation • 1B • Updated Mar 17, 2024 • 1.48M • 1.49k
TinyLlama/TinyLlama_v1.1

Text Generation • Updated Jun 7, 2024 • 16k • 109
microsoft/phi-1_5

Text Generation • 1B • Updated Nov 24 • 46.7k • 1.35k
microsoft/phi-1

Text Generation • 1B • Updated Nov 24 • 4.24k • 218

Sub-1b Parameter T2T LLMs

Lists some sub-1b parameter text-to-text small language models, perfect for edge use, smartphones, or generally weak hardware for below 2GB of RAM.

google/gemma-3-270m

Text Generation • 0.3B • Updated Aug 14 • 55.1k • 938
ibm-granite/granite-4.0-h-350m

Text Generation • 0.3B • Updated Oct 23 • 8.47k • 89
LiquidAI/LFM2-350M

Text Generation • 0.4B • Updated 22 days ago • 20.2k • 197
ibm-granite/granite-4.0-350m

Text Generation • 0.4B • Updated Oct 23 • 9.69k • 52

Sub-1b Parameter IT2T VLMs

LiquidAI/LFM2-VL-450M

Image-Text-to-Text • 0.5B • Updated 22 days ago • 5k • 138
HuggingFaceTB/SmolVLM2-500M-Video-Instruct

Image-Text-to-Text • 0.5B • Updated Apr 8 • 117k • 109
HuggingFaceTB/SmolVLM2-256M-Video-Instruct

Image-Text-to-Text • 0.3B • Updated Apr 8 • 174k • 89
OpenGVLab/InternVL3-1B

Image-Text-to-Text • 0.9B • Updated Sep 11 • 104k • 77

Sub-1b T2T LLMs - Finetunes

DavidAU/Qwen3-Zero-Coder-Reasoning-V2-0.8B

Text Generation • 0.8B • Updated Jul 31 • 41 • 1
LiquidAI/LFM2-350M-Extract

Text Generation • 0.4B • Updated 22 days ago • 4.28k • 65
LiquidAI/LFM2-350M-ENJP-MT

Translation • 0.4B • Updated 22 days ago • 4.26k • • 80
LiquidAI/LFM2-350M-Math

Text Generation • 0.4B • Updated 22 days ago • 82 • 51

Sub-1b T2T LLMs - Historical

point and laugh how old these models are

Qwen/Qwen2-0.5B-Instruct

Text Generation • 0.5B • Updated Aug 21, 2024 • 148k • 197
Qwen/Qwen1.5-0.5B-Chat

Text Generation • 0.6B • Updated Apr 30, 2024 • 57.7k • 88
HuggingFaceTB/SmolLM-135M-Instruct

Text Generation • 0.1B • Updated Sep 4, 2024 • 22.1k • 127
HuggingFaceTB/SmolLM-360M-Instruct

Text Generation • 0.4B • Updated Aug 18, 2024 • 7.95k • 83