Files

BitStrider e1df903d56 Add distributed MCTS reasoner for LLM reasoning (#1450 )

Implements a distributed Monte Carlo Tree Search system for exploring
reasoning paths in parallel. Uses Modal's distributed primitives to
spawn workers that explore different thought chains, using UCB1 to
balance exploration vs exploitation.

Features:
- Parallel reasoning path exploration (20 concurrent workers)
- UCB1-based tree search algorithm
- LLM-powered step generation and evaluation
- Example problems: math, logic, code generation

2026-01-26 11:11:07 -08:00

batch_inference

allow longer lines (#1131 )

2025-04-15 21:47:22 -07:00

quic

update from max_inputs on app.function (#1427 )

2025-12-29 15:04:35 -06:00

aquiles_image_server.py

The example for Aquiles-image has been added (#1420 )

2025-12-09 14:48:44 -08:00

deepseek_openai_server.py

properly type Optionals in args of Modal Functions/local entrypoints (#1153 )

2025-04-30 20:34:49 -07:00

distributed_mcts_reasoner.py

Add distributed MCTS reasoner for LLM reasoning (#1450 )

2026-01-26 11:11:07 -08:00

falcon_bitsandbytes.py

properly type Optionals in args of Modal Functions/local entrypoints (#1153 )

2025-04-30 20:34:49 -07:00

falcon_gptq.py

allow longer lines (#1131 )

2025-04-15 21:47:22 -07:00

flux_endpoint.py

remove min_containers where not necessary (#1386 )

2025-11-04 13:12:14 -08:00

google_search_generator.py

Remove note about app being called stub (#767 )

2024-06-11 20:59:21 -04:00

gpt_oss_sglang.py

ruff formatting (#1326 )

2025-08-06 16:25:22 -07:00

hello_shebang.py

resolve or document monitoring opt-outs (#1197 )

2025-05-23 00:20:52 +00:00

hunyuan_gamecraft.py

Hunyuan Gamecraft example (#1380 )

2025-10-29 18:37:11 -07:00

lmdeploy_oai_compatible.py

allow longer lines (#1131 )

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news_summarizer.py

allow longer lines (#1131 )

2025-04-15 21:47:22 -07:00

ollama_deployment.py

Add guide for storing weights in places where we use volumes for model weights (#1309 )

2025-08-01 12:50:21 -07:00

queue_simple.py

Fix queue_simple (#662 )

2024-03-21 09:21:19 -04:00

qwen25vl_video_analysis.py

Add Qwen2.5-VL video analysis example (#1448 )

2026-01-23 10:27:20 -08:00

README.md

remove many old examples, move some into misc with reduced QoS (#669 )

2024-03-26 22:03:52 -04:00

run_fooocus.py

allow longer lines (#1131 )

2025-04-15 21:47:22 -07:00

sandbox_executor.py

Add example on using a stateful sandbox executor (#1299 )

2025-08-01 16:10:04 -04:00

say_hello_cron.py

resolve or document monitoring opt-outs (#1197 )

2025-05-23 00:20:52 +00:00

stable_lm.py

allow longer lines (#1131 )

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tgi_oai_compatible.py

allow longer lines (#1131 )

2025-04-15 21:47:22 -07:00

trellis3d.py

allow longer lines (#1131 )

2025-04-15 21:47:22 -07:00

trtllm_deepseek.py

Update trtllm_deepseek.py (#1349 )

2025-08-30 20:38:02 -07:00

xgboost_optuna_search.py

reduce max inputs (#1388 )

2025-11-06 09:04:00 -08:00

README.md

Miscellaneous Examples

This directory contains a variety of examples of ways to use Modal.

Unlike the examples in the rest of this repository, these examples are not continually monitored for correctness, so it is possible that they may become out of date or incorrect over time.

If you find an error in one of these examples, please report it in the issues tab or, even better, submit a pull request to fix it.