Instructions to use llmware/qwen2.5-vl-3b-instruct-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use llmware/qwen2.5-vl-3b-instruct-gguf with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
Use Docker
docker model run hf.co/llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use llmware/qwen2.5-vl-3b-instruct-gguf with Ollama:
ollama run hf.co/llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use llmware/qwen2.5-vl-3b-instruct-gguf with Docker Model Runner:
docker model run hf.co/llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
- Lemonade
How to use llmware/qwen2.5-vl-3b-instruct-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull llmware/qwen2.5-vl-3b-instruct-gguf:Q4_K_M
Run and chat with the model
lemonade run user.qwen2.5-vl-3b-instruct-gguf-Q4_K_M
List all available models
lemonade list
- Atomic Chat
| { | |
| "architectures": [ | |
| "Qwen2_5_VLForConditionalGeneration" | |
| ], | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 151643, | |
| "eos_token_id": 151645, | |
| "vision_start_token_id": 151652, | |
| "vision_end_token_id": 151653, | |
| "vision_token_id": 151654, | |
| "image_token_id": 151655, | |
| "video_token_id": 151656, | |
| "hidden_act": "silu", | |
| "hidden_size": 2048, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 11008, | |
| "max_position_embeddings": 128000, | |
| "max_window_layers": 70, | |
| "model_type": "qwen2_5_vl", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 36, | |
| "num_key_value_heads": 2, | |
| "rms_norm_eps": 1e-06, | |
| "rope_theta": 1000000.0, | |
| "sliding_window": 32768, | |
| "tie_word_embeddings": true, | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.41.2", | |
| "use_cache": true, | |
| "use_sliding_window": false, | |
| "vision_config": { | |
| "depth": 32, | |
| "hidden_act": "silu", | |
| "hidden_size": 1280, | |
| "intermediate_size": 3420, | |
| "num_heads": 16, | |
| "in_chans": 3, | |
| "out_hidden_size": 2048, | |
| "patch_size": 14, | |
| "spatial_merge_size": 2, | |
| "spatial_patch_size": 14, | |
| "window_size": 112, | |
| "fullatt_block_indexes": [ | |
| 7, | |
| 15, | |
| 23, | |
| 31 | |
| ], | |
| "tokens_per_second": 2, | |
| "temporal_patch_size": 2 | |
| }, | |
| "rope_scaling": { | |
| "type": "mrope", | |
| "mrope_section": [ | |
| 16, | |
| 24, | |
| 24 | |
| ] | |
| }, | |
| "vocab_size": 151936 | |
| } |