HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

442,292 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

image-text-to-text

numind/NuExtract-2.0-4B

numind/NuExtract-2.0-4B is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

3,45430
4.0B12 GB+ VRAMmit
Deployment details
text-generation

some1nostr/Ostrich-70B

some1nostr/Ostrich-70B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.

3,4455
70.0B48 GB+ VRAMapache-2.0
Deployment details
text-generation

ahmetggg/Luck-spark-V-300-MoE

ahmetggg/Luck-spark-V-300-MoE is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,4421
Unknown8 GB+ VRAMmit
Deployment details
text-generation

reaperdoesntknow/MoA-150M

reaperdoesntknow/MoA-150M is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,4402
Unknown8 GB+ VRAMapache-2.0
Deployment details
sentence-similarity

furiosa-ai/Qwen3-Embedding-4B

furiosa-ai/Qwen3-Embedding-4B is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

3,4380
4.0B12 GB+ VRAMapache-2.0
Deployment details
text-generation

deepseek-ai/DeepSeek-V4-Pro-DSpark

deepseek-ai/DeepSeek-V4-Pro-DSpark is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,431541
Unknown8 GB+ VRAMmit
Deployment details
text-generation

RedHatAI/phi-4-quantized.w8a8

RedHatAI/phi-4-quantized.w8a8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,4225
Unknown8 GB+ VRAMmit
Deployment details
sentence-similarity

furiosa-ai/Qwen3-Embedding-0.6B

furiosa-ai/Qwen3-Embedding-0.6B is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

3,4220
600M4 GB+ VRAMapache-2.0
Deployment details
any-to-any

RedHatAI/gemma-4-E2B-it

RedHatAI/gemma-4-E2B-it is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,4033
Unknown8 GB+ VRAMapache-2.0
Deployment details
any-to-any

openbmb/MiniCPM-o-2_6-gguf

openbmb/MiniCPM-o-2_6-gguf is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,396118
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

reaperdoesntknow/MoA-100M

reaperdoesntknow/MoA-100M is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,3950
Unknown8 GB+ VRAMapache-2.0
Deployment details