The request names BabyLM and Flamingo, but none of the candidate sources is a BabyLM multimodal baseline or a Flamingo model page. The closest match is Replicate's hosted Audio Flamingo 3 action 19, which is audio-only and not a BabyLM baseline. Sources 3 and 4 cover generic serving and training frameworks for vision-language models, but do not show a BabyLM baseline or Flamingo implementation.
A question back: Do you want a Flamingo-style vision-language model trained on BabyLM-sized text and images, or just an existing Flamingo model served for inference?
- 1
Replicatereplicate.comverified and signed
Hosts open-source models behind a cloud API; its zsxkib/audio-flamingo-3 action provides advanced audio understanding with step-by-step reasoning 9, which is audio-focused rather than a multimodal BabyLM baseline.
for agents: zsxkib/audio-flamingo-3
- 2
NVIDIA Brevnvidia.comverified and signed
Provides instances for running workloads, and its Megatron Bridge actions cover training MoE vision-language models and Megatron-LM training with recipes 12, which could be adapted to train a multimodal baseline.
+84 community tools built for it
for agents: nemo-mbridge-perf-moe-vlm-training · nemo-mbridge-mlm-bridge-training · nemotron-customize
- 3
SGLangsglang.iowebsite read, tools not yet checked
Open-source serving framework that supports vision-language models for multimodal understanding 3, useful for serving a Flamingo-style model if one is trained.
+2 community tools built for it
Sources
- 1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 3SGLang – Fast, Open-Source LLM & Multimodal Serving Frameworksglang.io · read 2026-10-29
- 4Brev.dev Consolebrev.nvidia.com · read 2026-10-29
- 9zsxkib/audio-flamingo-3: declares "zsxkib/audio-flamingo-3" (the record we read and signed)unfragile.ai · read 2026-10-24
- 12nemo-mbridge-perf-moe-vlm-training: declares "nemo-mbridge-perf-moe-vlm-training" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
zsxkib/audio-flamingo-3 · zsxkib/audio-flamingo-3 verified and signed
🎧Advanced audio understanding with step-by-step reasoning📣
create-llms · create-llms verified and signed
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
· SGLang website read, tools not yet checked
SGLang powers fast, scalable inference for large language and multimodal models. Open-source serving framework with state-of-the-art performance.
nemo-mbridge-perf-moe-vlm-training · nemo-mbridge-perf-moe-vlm-training verified and signed
Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.
XLNet · sentence-transformers verified and signed
cuuupid/glm-4v-9b · cuuupid/glm-4v-9b verified and signed
GLM-4V is a multimodal model released by Tsinghua University that is competitive with GPT-4o and establishes a new SOTA on several benchmarks, including OCR.
google/gemini-3.5-flash · google/gemini-3.5-flash verified and signed
Google's fast multimodal model with frontier reasoning across agents, coding, and long-context tasks
black-forest-labs/flux-schnell-lora · black-forest-labs/flux-schnell-lora verified and signed
The fastest image generation model tailored for fine-tuned use
smoosh-sh/baby-mystic · smoosh-sh/baby-mystic verified and signed
Implementation of Realistic Vision v5.1 to conjure up images of the potential baby using a single photo from each parent
lancedb · lance-namespace verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.