Official code for Paper "Mantis: Multi-Image Instruction Tuning" [TMLR2024]
active 2024-04-12 → 2026-01-06 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 635 days from 2024-04-12 to 2026-01-06. Pushes: 187 total, peak 18 in a day. Pull requests: 2 total, peak 1 in a day. Issues: 21 total, peak 2 in a day. Comments: 40 total, peak 4 in a day. Stars: 121 total, peak 12 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| jdf-prog | 198 | 173 | 1 | 19 |
| wenhuchen | 19 | 14 | 0 | 4 |
| lucasjinreal | 7 | 0 | 0 | 6 |
| chris-tng | 4 | 0 | 0 | 1 |
| xing0047 | 3 | 0 | 0 | 1 |
| BrenchCC | 3 | 0 | 0 | 2 |
| luodian873 | 3 | 0 | 0 | 1 |
| srymaker | 2 | 0 | 0 | 1 |
| ElegantLin | 2 | 0 | 1 | 1 |
| gordonhu608 | 2 | 0 | 0 | 2 |
| azshue | 1 | 0 | 0 | 0 |
| yeppp27 | 1 | 0 | 0 | 0 |
| rexainn | 1 | 0 | 0 | 1 |
| Aafiya-H | 1 | 0 | 0 | 0 |
| lian700 | 1 | 0 | 0 | 0 |
| emanuelevivoli | 1 | 0 | 0 | 1 |
| hungnh1125 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#28lian7002025-08-06 11:42Does qwen2_vl_vae work?
- Issue comment#27rexainn2025-05-30 09:49Which transformers version should we use?
- Pull request#26ElegantLin2025-03-05 02:38
- Issue comment#25ElegantLin2025-03-01 02:20[rank2]: AttributeError: 'Collator' object has no attribute 'tokenizer'
- Issue#23jdf-prog2025-02-14 05:54id not unique
- Issue comment#23jdf-prog2025-02-13 23:21id not unique
- Issue comment#24jdf-prog2025-02-13 23:19Image Denotation for Mantis-Idefics2
- Issue#21jdf-prog2024-12-24 04:38Confusion about Eval and Instruct in README
- Issue#22Aafiya-H2024-11-27 01:02Regarding CUDA out of memory error only during validation
- Issue comment#21jdf-prog2024-10-31 19:18Confusion about Eval and Instruct in README
- Issue comment#20jdf-prog2024-09-02 18:51About the multi image input
- Issue comment#19jdf-prog2024-08-23 20:08Merging LoRA weights with base model
- Issue comment#19jdf-prog2024-08-23 20:07Merging LoRA weights with base model
- Issue#17jdf-prog2024-08-23 20:03Support for Idefics3
- Issue comment#17jdf-prog2024-08-23 20:03Support for Idefics3
- Pull request#16jdf-prog2024-08-23 07:29
- Issue comment#16jdf-prog2024-08-23 07:29Supplement: When reading the local offline json file, the data is not filtered according to the max_image_size passed in.
- Issue#19hungnh11252024-08-22 21:40Merging LoRA weights with base model
- Issue comment#18srymaker2024-08-22 05:17Pretrain Image Data
- Issue#18wenhuchen2024-08-22 02:30Pretrain Image Data
- Issue#18srymaker2024-08-21 07:07Pretrain Image Data
- Issue#17chris-tng2024-08-13 05:44Support for Idefics3
- Issue comment#15BrenchCC2024-08-06 02:32I tried to deploy Mantis in my own server for some test. Do you have any suggestion about the tools which can deploy Mantis to run faster?
- Issue comment#15jdf-prog2024-08-06 02:24I tried to deploy Mantis in my own server for some test. Do you have any suggestion about the tools which can deploy Mantis to run faster?
- Issue#15BrenchCC2024-08-06 00:25I tried to deploy Mantis in my own server for some test. Do you have any suggestion about the tools which can deploy Mantis to run faster?
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 121 stars here means stars gained during the window, not the repo's star count.