Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
44 changes: 44 additions & 0 deletions gallery/index.yaml
Original file line number Diff line number Diff line change
@@ -1,4 +1,48 @@
---
- &internvl35
name: "opengvlab_internvl3_5-30b-a3b"
url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
icon: https://cdn-uploads.huggingface.co/production/uploads/64006c09330a45b03605bba3/zJsd2hqd3EevgXo6fNgC-.png
urls:
- https://huggingface.co/OpenGVLab/InternVL3_5-30B-A3B
- https://huggingface.co/bartowski/OpenGVLab_InternVL3_5-30B-A3B-GGUF
license: apache-2.0
tags:
- multimodal
- gguf
- GPU
- Cpu
- image-to-text
- text-to-text
description: |
We introduce InternVL3.5, a new family of open-source multimodal models that significantly advances versatility, reasoning capability, and inference efficiency along the InternVL series. A key innovation is the Cascade Reinforcement Learning (Cascade RL) framework, which enhances reasoning through a two-stage process: offline RL for stable convergence and online RL for refined alignment. This coarse-to-fine training strategy leads to substantial improvements on downstream reasoning tasks, e.g., MMMU and MathVista. To optimize efficiency, we propose a Visual Resolution Router (ViR) that dynamically adjusts the resolution of visual tokens without compromising performance. Coupled with ViR, our Decoupled Vision-Language Deployment (DvD) strategy separates the vision encoder and language model across different GPUs, effectively balancing computational load. These contributions collectively enable InternVL3.5 to achieve up to a +16.0% gain in overall reasoning performance and a 4.05 ×\times× inference speedup compared to its predecessor, i.e., InternVL3. In addition, InternVL3.5 supports novel capabilities such as GUI interaction and embodied agency. Notably, our largest model, i.e., InternVL3.5-241B-A28B, attains state-of-the-art results among open-source MLLMs across general multimodal, reasoning, text, and agentic tasks—narrowing the performance gap with leading commercial models like GPT-5. All models and code are publicly released.
overrides:
parameters:
model: OpenGVLab_InternVL3_5-30B-A3B-Q4_K_M.gguf
mmproj: mmproj-OpenGVLab_InternVL3_5-30B-A3B-f16.gguf
files:
- filename: OpenGVLab_InternVL3_5-30B-A3B-Q4_K_M.gguf
sha256: c352004ac811cf9aa198e11f698ebd5fd3c49b483cb31a2b081fb415dd8347c2
uri: huggingface://bartowski/OpenGVLab_InternVL3_5-30B-A3B-GGUF/OpenGVLab_InternVL3_5-30B-A3B-Q4_K_M.gguf
- filename: mmproj-OpenGVLab_InternVL3_5-30B-A3B-f16.gguf
sha256: fa362a7396c3dddecf6f9a714144ed86207211d6c68ef39ea0d7dfe21b969b8d
uri: huggingface://bartowski/OpenGVLab_InternVL3_5-30B-A3B-GGUF/mmproj-OpenGVLab_InternVL3_5-30B-A3B-f16.gguf
- !!merge <<: *internvl35
name: "opengvlab_internvl3_5-30b-a3b-q8_0"
urls:
- https://huggingface.co/OpenGVLab/InternVL3_5-30B-A3B
- https://huggingface.co/bartowski/OpenGVLab_InternVL3_5-30B-A3B-GGUF
overrides:
parameters:
model: OpenGVLab_InternVL3_5-30B-A3B-Q8_0.gguf
mmproj: mmproj-OpenGVLab_InternVL3_5-30B-A3B-f16.gguf
files:
- filename: OpenGVLab_InternVL3_5-30B-A3B-Q8_0.gguf
sha256: 79ac13df1d3f784cd5702b2835ede749cdfd274f141d1e0df25581af2a2a6720
uri: huggingface://bartowski/OpenGVLab_InternVL3_5-30B-A3B-GGUF/OpenGVLab_InternVL3_5-30B-A3B-Q8_0.gguf
- filename: mmproj-OpenGVLab_InternVL3_5-30B-A3B-f16.gguf
sha256: fa362a7396c3dddecf6f9a714144ed86207211d6c68ef39ea0d7dfe21b969b8d
uri: huggingface://bartowski/OpenGVLab_InternVL3_5-30B-A3B-GGUF/mmproj-OpenGVLab_InternVL3_5-30B-A3B-f16.gguf
- &lfm2
url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
name: "lfm2-vl-450m"
Expand Down Expand Up @@ -2331,7 +2375,7 @@
- gemma3
- gemma-3
overrides:
#mmproj: gemma-3-27b-it-mmproj-f16.gguf

Check warning on line 2378 in gallery/index.yaml

View workflow job for this annotation

GitHub Actions / Yamllint

2378:6 [comments] missing starting space in comment
parameters:
model: gemma-3-27b-it-Q4_K_M.gguf
files:
Expand All @@ -2349,7 +2393,7 @@
description: |
google/gemma-3-12b-it is an open-source, state-of-the-art, lightweight, multimodal model built from the same research and technology used to create the Gemini models. It is capable of handling text and image input and generating text output. It has a large context window of 128K tokens and supports over 140 languages. The 12B variant has been fine-tuned using the instruction-tuning approach. Gemma 3 models are suitable for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes them deployable in environments with limited resources such as laptops, desktops, or your own cloud infrastructure.
overrides:
#mmproj: gemma-3-12b-it-mmproj-f16.gguf

Check warning on line 2396 in gallery/index.yaml

View workflow job for this annotation

GitHub Actions / Yamllint

2396:6 [comments] missing starting space in comment
parameters:
model: gemma-3-12b-it-Q4_K_M.gguf
files:
Expand All @@ -2367,7 +2411,7 @@
description: |
Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models. Gemma 3 models are multimodal, handling text and image input and generating text output, with open weights for both pre-trained variants and instruction-tuned variants. Gemma 3 has a large, 128K context window, multilingual support in over 140 languages, and is available in more sizes than previous versions. Gemma 3 models are well-suited for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes it possible to deploy them in environments with limited resources such as laptops, desktops or your own cloud infrastructure, democratizing access to state of the art AI models and helping foster innovation for everyone. Gemma-3-4b-it is a 4 billion parameter model.
overrides:
#mmproj: gemma-3-4b-it-mmproj-f16.gguf

Check warning on line 2414 in gallery/index.yaml

View workflow job for this annotation

GitHub Actions / Yamllint

2414:6 [comments] missing starting space in comment
parameters:
model: gemma-3-4b-it-Q4_K_M.gguf
files:
Expand Down Expand Up @@ -5893,7 +5937,7 @@
sha256: 2756551de7d8ff7093c2c5eec1cd00f1868bc128433af53f5a8d434091d4eb5a
uri: huggingface://Triangle104/Nano_Imp_1B-Q8_0-GGUF/nano_imp_1b-q8_0.gguf
- &qwen25
name: "qwen2.5-14b-instruct" ## Qwen2.5

Check warning on line 5940 in gallery/index.yaml

View workflow job for this annotation

GitHub Actions / Yamllint

5940:32 [comments] too few spaces before comment: expected 2
icon: https://avatars.githubusercontent.com/u/141221163
url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
license: apache-2.0
Expand Down Expand Up @@ -7854,7 +7898,7 @@
sha256: 0fec82625f74a9a340837de7af287b1d9042e5aeb70cda2621426db99958b0af
uri: huggingface://bartowski/Chuluun-Qwen2.5-72B-v0.08-GGUF/Chuluun-Qwen2.5-72B-v0.08-Q4_K_M.gguf
- &smollm
url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## SmolLM

Check warning on line 7901 in gallery/index.yaml

View workflow job for this annotation

GitHub Actions / Yamllint

7901:59 [comments] too few spaces before comment: expected 2
name: "smollm-1.7b-instruct"
icon: https://huggingface.co/datasets/HuggingFaceTB/images/resolve/main/banner_smol.png
tags:
Expand Down
Loading