From 74f83eb12cc761098aa67a2e0a51f90ef47c3df3 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 5 Jun 2026 00:54:13 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: HuggingFaceTB/SmolVLM-Instruct Source: Original Platform --- .gitattributes | 61 + README.md | 180 + SmolVLM.png | Bin 0 -> 145715 bytes added_tokens.json | 5 + chat_template.json | 3 + config.json | 263 + configuration.json | 1 + generation_config.json | 7 + merges.txt | 48901 ++++ mixture_the_cauldron.png | Bin 0 -> 936856 bytes model.safetensors | 3 + onnx/decoder_model_merged.onnx | 3 + onnx/decoder_model_merged.onnx_data | 3 + onnx/decoder_model_merged_bnb4.onnx | 3 + onnx/decoder_model_merged_fp16.onnx | 3 + onnx/decoder_model_merged_fp16.onnx_data | 3 + 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diff=lfs merge=lfs -text +onnx/vision_encoder_bnb4.onnx filter=lfs diff=lfs merge=lfs -text +onnx/vision_encoder_fp16.onnx filter=lfs diff=lfs merge=lfs -text +onnx/vision_encoder_int8.onnx filter=lfs diff=lfs merge=lfs -text +onnx/vision_encoder_q4.onnx filter=lfs diff=lfs merge=lfs -text +onnx/vision_encoder_q4f16.onnx filter=lfs diff=lfs merge=lfs -text +onnx/vision_encoder_quantized.onnx filter=lfs diff=lfs merge=lfs -text +onnx/vision_encoder_uint8.onnx filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..8e0fca7 --- /dev/null +++ b/README.md @@ -0,0 +1,180 @@ +--- +library_name: transformers +license: apache-2.0 +datasets: +- HuggingFaceM4/the_cauldron +- HuggingFaceM4/Docmatix +pipeline_tag: image-text-to-text +language: +- en +base_model: +- HuggingFaceTB/SmolLM2-1.7B-Instruct +- google/siglip-so400m-patch14-384 +--- + +Image description + +# SmolVLM + +SmolVLM is a compact open multimodal model that accepts arbitrary sequences of image and text inputs to produce text outputs. Designed for efficiency, SmolVLM can answer questions about images, describe visual content, create stories grounded on multiple images, or function as a pure language model without visual inputs. Its lightweight architecture makes it suitable for on-device applications while maintaining strong performance on multimodal tasks. + +## Model Summary + +- **Developed by:** Hugging Face 🤗 +- **Model type:** Multi-modal model (image+text) +- **Language(s) (NLP):** English +- **License:** Apache 2.0 +- **Architecture:** Based on [Idefics3](https://huggingface.co/HuggingFaceM4/Idefics3-8B-Llama3) (see technical summary) + +## Resources + +- **Demo:** [SmolVLM Demo](https://huggingface.co/spaces/HuggingFaceTB/SmolVLM) +- **Blog:** [Blog post](https://huggingface.co/blog/smolvlm) + +## Uses + +SmolVLM can be used for inference on multimodal (image + text) tasks where the input comprises text queries along with one or more images. Text and images can be interleaved arbitrarily, enabling tasks like image captioning, visual question answering, and storytelling based on visual content. The model does not support image generation. + +To fine-tune SmolVLM on a specific task, you can follow the fine-tuning tutorial. + + +### Technical Summary + +SmolVLM leverages the lightweight SmolLM2 language model to provide a compact yet powerful multimodal experience. It introduces several changes compared to previous Idefics models: + +- **Image compression:** We introduce a more radical image compression compared to Idefics3 to enable the model to infer faster and use less RAM. +- **Visual Token Encoding:** SmolVLM uses 81 visual tokens to encode image patches of size 384×384. Larger images are divided into patches, each encoded separately, enhancing efficiency without compromising performance. + +More details about the training and architecture are available in our technical report. + + +### How to get started + +You can use transformers to load, infer and fine-tune SmolVLM. + +```python +import torch +from PIL import Image +from transformers import AutoProcessor, AutoModelForVision2Seq +from transformers.image_utils import load_image + +DEVICE = "cuda" if torch.cuda.is_available() else "cpu" + +# Load images +image1 = load_image("https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg") +image2 = load_image("https://huggingface.co/spaces/merve/chameleon-7b/resolve/main/bee.jpg") + +# Initialize processor and model +processor = AutoProcessor.from_pretrained("HuggingFaceTB/SmolVLM-Instruct") +model = AutoModelForVision2Seq.from_pretrained( + "HuggingFaceTB/SmolVLM-Instruct", + torch_dtype=torch.bfloat16, + _attn_implementation="flash_attention_2" if DEVICE == "cuda" else "eager", +).to(DEVICE) + +# Create input messages +messages = [ + { + "role": "user", + "content": [ + {"type": "image"}, + {"type": "image"}, + {"type": "text", "text": "Can you describe the two images?"} + ] + }, +] + +# Prepare inputs +prompt = processor.apply_chat_template(messages, add_generation_prompt=True) +inputs = processor(text=prompt, images=[image1, image2], return_tensors="pt") +inputs = inputs.to(DEVICE) + +# Generate outputs +generated_ids = model.generate(**inputs, max_new_tokens=500) +generated_texts = processor.batch_decode( + generated_ids, + skip_special_tokens=True, +) + +print(generated_texts[0]) +""" +Assistant: The first image shows a green statue of the Statue of Liberty standing on a stone pedestal in front of a body of water. +The statue is holding a torch in its right hand and a tablet in its left hand. The water is calm and there are no boats or other objects visible. +The sky is clear and there are no clouds. The second image shows a bee on a pink flower. +The bee is black and yellow and is collecting pollen from the flower. The flower is surrounded by green leaves. +""" +``` + + +### Model optimizations + +**Precision**: For better performance, load and run the model in half-precision (`torch.float16` or `torch.bfloat16`) if your hardware supports it. + +```python +from transformers import AutoModelForVision2Seq +import torch + +model = AutoModelForVision2Seq.from_pretrained( + "HuggingFaceTB/SmolVLM-Instruct", + torch_dtype=torch.bfloat16 +).to("cuda") +``` + +You can also load SmolVLM with 4/8-bit quantization using bitsandbytes, torchao or Quanto. Refer to [this page](https://huggingface.co/docs/transformers/en/main_classes/quantization) for other options. + +```python +from transformers import AutoModelForVision2Seq, BitsAndBytesConfig +import torch + +quantization_config = BitsAndBytesConfig(load_in_8bit=True) +model = AutoModelForVision2Seq.from_pretrained( + "HuggingFaceTB/SmolVLM-Instruct", + quantization_config=quantization_config, +) +``` + +**Vision Encoder Efficiency**: Adjust the image resolution by setting `size={"longest_edge": N*384}` when initializing the processor, where N is your desired value. The default `N=4` works well, which results in input images of +size 1536×1536. For documents, `N=5` might be beneficial. Decreasing N can save GPU memory and is appropriate for lower-resolution images. This is also useful if you want to fine-tune on videos. + + +## Misuse and Out-of-scope Use + +SmolVLM is not intended for high-stakes scenarios or critical decision-making processes that affect an individual's well-being or livelihood. The model may produce content that appears factual but may not be accurate. Misuse includes, but is not limited to: + +- Prohibited Uses: + - Evaluating or scoring individuals (e.g., in employment, education, credit) + - Critical automated decision-making + - Generating unreliable factual content +- Malicious Activities: + - Spam generation + - Disinformation campaigns + - Harassment or abuse + - Unauthorized surveillance + +### License + +SmolVLM is built upon [the shape-optimized SigLIP](https://huggingface.co/google/siglip-so400m-patch14-384) as image encoder and [SmolLM2](https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct) for text decoder part. + +We release the SmolVLM checkpoints under the Apache 2.0 license. + +## Training Details + +### Training Data + +The training data comes from [The Cauldron](https://huggingface.co/datasets/HuggingFaceM4/the_cauldron) and [Docmatix](https://huggingface.co/datasets/HuggingFaceM4/Docmatix) datasets, with emphasis on document understanding (25%) and image captioning (18%), while maintaining balanced coverage across other crucial capabilities like visual reasoning, chart comprehension, and general instruction following. +Example Image + + + + +## Evaluation + +| Model | MMMU (val) | MathVista (testmini) | MMStar (val) | DocVQA (test) | TextVQA (val) | Min GPU RAM required (GB) | +|-------------------|------------|----------------------|--------------|---------------|---------------|---------------------------| +| SmolVLM | 38.8 | 44.6 | 42.1 | 81.6 | 72.7 | 5.02 | +| Qwen-VL 2B | 41.1 | 47.8 | 47.5 | 90.1 | 79.7 | 13.70 | +| InternVL2 2B | 34.3 | 46.3 | 49.8 | 86.9 | 73.4 | 10.52 | +| PaliGemma 3B 448px| 34.9 | 28.7 | 48.3 | 32.2 | 56.0 | 6.72 | +| moondream2 | 32.4 | 24.3 | 40.3 | 70.5 | 65.2 | 3.87 | +| MiniCPM-V-2 | 38.2 | 39.8 | 39.1 | 71.9 | 74.1 | 7.88 | +| MM1.5 1B | 35.8 | 37.2 | 0.0 | 81.0 | 72.5 | NaN | \ No newline at end of file diff --git a/SmolVLM.png b/SmolVLM.png new file mode 100644 index 0000000000000000000000000000000000000000..d21e25879620c5b0a59c9a48a378ba9b944efa66 GIT 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line['type'] == 'image' %}{{ '' }}{% endif %}{% endfor %}\n{% endfor %}{% if add_generation_prompt %}{{ 'Assistant:' }}{% endif %}" +} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..0345f8e --- /dev/null +++ b/config.json @@ -0,0 +1,263 @@ +{ + "architectures": [ + "Idefics3ForConditionalGeneration" + ], + "image_seq_len": 81, + "image_token_id": 49153, + "model_type": "idefics3", + "scale_factor": 3, + "text_config": { + "_attn_implementation_autoset": false, + "_flash_attn_2_enabled": true, + "_name_or_path": "/fsx/m4/experiments/local_experiment_dir/s3_async_temporary_checkpoint_folder/tr_324_opt_400/unwrapped_model", + "add_cross_attention": false, + "architectures": [ + "VLlama3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bad_words_ids": null, + "begin_suppress_tokens": null, + "bos_token_id": 0, + "chunk_size_feed_forward": 0, + "cross_attention_hidden_size": null, + "decoder_start_token_id": 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--git a/configuration.json b/configuration.json new file mode 100644 index 0000000..4aef15d --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "image-text-to-text", "allow_remote": true} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..c8c90c3 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,7 @@ +{ + "_from_model_config": true, + "bos_token_id": 0, + "eos_token_id": 49154, + "pad_token_id": 2, + "transformers_version": "4.46.0" +} diff --git a/merges.txt b/merges.txt new file mode 100644 index 0000000..69503b1 --- /dev/null +++ b/merges.txt @@ -0,0 +1,48901 @@ +#version: 0.2 +Ġ t +Ġ a +i n +h e +Ġ Ġ +r e +o n +e r +Ġt he +a t +Ġ s +Ġ o +e n +Ġ c +e s +Ġ w +n d +i t +o r +i s +a l +Ġ p +in g +Ġ f +a n +e d +Ġ b +o u +a r +Ġ in +Ġo f +Ġ m +Ġa nd +i on +i c +Ġ d +Ġt o +ĠĠ ĠĠ +l e +r o +a s +en t +Ġ h +Ġt h +c t +Ġ e +Ġ re +e l +o m +i l +s t +Ġ l +Ġ n +e t +i m +v e +o l +at ion +Ġ g +i d +Ġ T +s e +Ġ is +u r +u t +r a +l y +c e +o t +â Ģ +c h +o w +i g +Ġb e +Ġ u +Ġf or +Ġs t +Ġ y +Ġ A +v er +a m +ĠĠ Ġ +Ġ S +Ġ on +u l +i r +Ġth at +Ġ I +Ġ C +a y +i f +it h +a d +Ġc on +Ġy ou +Ġa s +Ġp ro +he r +o d +Ġw ith +t er +ĠĠĠĠ ĠĠĠĠ +Ġa n +Ġo r +Ġw h +Ġ it +m ent +Ġa re +Ġa l +g e +es s +is t +Ġe x +Ġ ( +er s +Ġd e +at e +a b +i es +o p +Ġ M +t h +e ct +re s +u s +Ġ P +ĠT he +Ġc om +i v +es t +u m +it y +Ġ he +q u +Ġ v +a c +il l +Ġ B +o re +e m +Ġw e +Ġs u +p p +o s +k e +a nd +ro m +n t +l d +or t +a in +an t +i ve +ig h +o c +Ġ H +Ġ W +i al +Ġc h +Ġb y +Ġ r +u d +Ġ E +ĠĠĠĠ ĠĠĠ +Ġc an +âĢ Ļ +Ġa t +u n +Ġn e +Ġh a +Ġ D +- - +u re +Ġ le +Ġ F +Ġs e +Ġ R +Ġf rom +Ġ en +r i +p e +ic al +ar t +o g +Ġw as +p t +ion s +p l +r ou +Ġn ot +Ġ N +Ġs h +Ġ im +igh t +Ġ = +ou t +Ċ ĠĠĠĠĠĠĠ +al l +Ġ L +Ġth is +Ġ G +Ġa b +a g +re d +p er +Ġha ve +Ġw or +Ġ âĢ +g h +ou r +in e +i z +Ġin t +om e +Ċ ĠĠĠĠĠĠĠĠ +u st +Ġu s +Ġyou r +ou ld +a ct +Ċ ĠĠĠ +a ge +o st +Ġp l +Ġ " +ar d +el l +t her +Ġthe ir +ul t +el f +at ed +f f +ic h +en d +an s +ou s +id e +r u +ation s +Ġ O +Ġa d +a k +Ġw he +d u +c l +Ġcon t +Ġre s +as t +Ġ k +Ġthe y +Ġcom p +T he +i b +' s +or m +i p +c c +Ġd is +Ġal l +a p +am e +Ġ U +ab le +on g +e ar +e re +i e +as s +Ġim p +a re +Ġw ill +an ce +ĠT h +in d +Ġwh ich +o od +ar y +Ġ J +u al +v el +ĠI n +e p +en ce +Ġd o +on e +k s +Ġc l +Ġm ore +r y +i a +Ġt e +Ġ j +ig n +u e +ent s +re at +Ġm e +Ġo ther +Ġu n +i le +Ġh as +a ch +Ġm an +im e +ct ion +il d +s o +res s +c es +Ġa r +Ġab out +Ġb ut +a v +Ġa pp +Ġp er +o o +ic e +it ion +at er +el y +âĢ Ŀ +Ġs p +a ke +as e +Ġe v +Ġo ut +or s +ac k +en s +Ġon e +ver y +f orm +Ġ if +-- -- +or y +Ġs o +or d +a ce +in t +Ġwe re +b er +nd er +) . +Ġl i +Ġal so +ou nt +Ġp art +Ġcom m +Ġthe m +o se +a u +an g +c i +Ġst ud +c on +r it +i re +Ġp e +u b +n ow +Ġ qu +Ġu p +Ġs y +ing s +Ġwh o +Ġint o +ĠâĢ ľ +ou nd +is h +Ġp re +Ġthe se +Ġit s +ĠS t +ol og +if f +pe c +ĊĠĠĠĠĠĠĠĠ ĠĠĠ +rou gh +r ic +Ġf e +Ġbe c +Ġs ome 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