Unfragile

gigaam-v3-e2e-ctc-gguf is a model identifier, not one of the candidate products, and none of the sources describes GigaAM or this GGUF model. The closest matches on the page are ggml, which provides the GGUF format and llama.cpp runtime used to run quantized models locally 818, and Hugging Face-style fine-tuning and speech tooling. Which platform or runtime you plan to use would help narrow this.

A question back: Do you want to run this GGUF model locally on your own hardware, or call it through a hosted API?

1
ggmlggml.aiverified and signed
ggml is a tensor library for running machine learning models on commodity hardware, used by llama.cpp and whisper.cpp, with integer quantization support 8.
Website
for agents: gguf · llama.cpp · ggml
2
NVIDIAnvidia.comverified and signed
NVIDIA's platform includes TAO and NGC-based fine-tuning of HuggingFace speech and language models on local GPUs 19.
Website Docs Pricing Get started
+81 community tools built for it
for agents: tao-train-ocrnet · jetson-speculative-decoding · tao-finetune-huggingface-model

Sources

8ggml.aiggml.ai · read 2026-10-29
9Brev.dev Consolebrev.nvidia.com · read 2026-10-29
18gguf: declares "gguf" (the record we read and signed)unfragile.ai · read 2026-10-24
19tao-train-ocrnet: declares "tao-train-ocrnet" (the record we read and signed)unfragile.ai · read 2026-10-24

For agents: the 10 actions behind this answer

airunway-aks-setup · airunway-aks-setup verified and signed
Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy model to AKS", "GPU inference on AKS", "
model-recommendation · model-recommendation verified and signed
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
workers-ai-search-model · Cloudflare API verified and signed
Model Search
e2e-studio-tests · e2e-studio-tests verified and signed
Run e2e tests in the Studio app. Use when asked to run e2e tests, run studio tests, playwright tests, or test the feature.
translate · OpenAI (Activepieces) verified and signed
Translate Audio — Turn speech in any language into English text.
translate-audio · Groq (Activepieces) verified and signed
Translate Audio — Turn speech in any supported language into English text.
· Playwright website read, tools not yet checked
Web automation and testing for apps, scripts, and AI agents
gguf · gguf verified and signed
tao-train-ocrnet · tao-train-ocrnet verified and signed
OCRNet for scene text recognition. Recognizes text content from cropped text-region images and supports CTC and attention-based decoders. Use when training, evaluating, exporting, pruning, quantizing, retraining, or running inference for a TAO OCRNet model. Trigger phrases include "train OCRNet", "s
speech_to_text · ElevenLabs MCP Server found in code, not yet checked

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.