SVECTOR

Unleashing Possibilities Through Intelligent Systems

[SVECTOR @SVECTOR_]

https://t.co/RsMRsaVlaG

[SVECTOR @SVECTOR_]

https://t.co/RsMRsaVlaG

[Siddharth Shah @SiddharthShah_8]

Every decision made about people in professional life still runs on incomplete information dressed up as process.

Hiring off a resume. Promotions off perception. Pay off surveys that rarely reflect the actual market.

We built something to fix that.

@SVECTOR_

[Siddharth Shah @SiddharthShah_8]

Beta is live for professionals and students today:
https://t.co/wo1R0RzpCT

Enterprise access is by invitation. Reach out if you're building a team.

[Siddharth Shah @SiddharthShah_8]

Try Cloud: https://t.co/0afDKYEQnp

[SVECTOR @SVECTOR_]

A secure and efficient place for your data.
Learn more → https://t.co/2dSFmEIraA

[SVECTOR @SVECTOR_]

SVECTOR Cloud is here.
Fast, secure storage. Indian Data Residency.

SVECTOR Cloud offers:
✓ Blazing-fast performance
✓ End-to-end encryption
✓ Zero Friction: Drag, drop, and get back to work.

Available now at https://t.co/iDVA0nqeAd.

#Cloud

[SVECTOR @SVECTOR_]

What makes it different:

• Natural human-like intonation
• Emotional tags: <laugh>, <sigh>, <gasp>
• 8 unique voice personalities
• Streaming support for real-time apps
• Easy Python integration

Professional-grade synthesis. Open Source.

[SVECTOR @SVECTOR_]

Introducing Continue-TTS.

Open source text-to-speech with emotion.

8 voices. Real-time generation (~200ms).
Emotional expression built-in.
24kHz neural audio.
Apache 2.0.

Not just speech. Expression. Presence. Emotion.

https://t.co/qLTdutLOrO

[SVECTOR @SVECTOR_]

Read more:
https://t.co/NEC5JkVSeM

[SVECTOR @SVECTOR_]

Read more:
https://t.co/Nvl4oV6twL

[SVECTOR @SVECTOR_]

Introducing Continue-1-OSS.

3B parameter language model.
131K context window.
Instruction tuned. vLLM compatible.
Apache 2.0 — free for commercial use.

Built for text generation, conversation, and real-world deployment.

Open source. Available now. ⚡
https://t.co/MpcOr2Wgky

[SVECTOR @SVECTOR_]

Over the years, we released models across multiple series.

As research scaled, it created fragmentation—harder to navigate, harder to build with.

So we're consolidating everything under Continue-OSS.

Simpler for developers. Cleaner for the ecosystem.

[SVECTOR @SVECTOR_]

Introducing Continue-OSS
We're unifying our open source AI models.

Akshara, Spec-T1, Spec-Vision, Optrix — all moving forward under one series:
Continue-OSS.

One ecosystem. Language, vision, speech, multimodal.
Clear. Focused. Open.

We continue. ⚡

[SVECTOR @SVECTOR_]

Read more:
https://t.co/108ynK5eKv

[Siddharth Shah @SiddharthShah_8]

To ensure stable, high-quality performance for our growing community, we’ve updated rate limits across all plans in Spec Chat.
These changes help maintain reliability, fairness, and smooth access for every user as our platform continues to scale.
@SVECTOR_

[SVECTOR @SVECTOR_]

Highlights:
Based on a hybrid vision encoder with 16× fewer tokens than ViT
Leads in Avg-5 VLM Evals vs. Inference Latency — outperforming major models like ConvNeXt and SigLIP by a wide margin

Try Now:
https://t.co/g8gS67e0bn

[SVECTOR @SVECTOR_]

🚀 Fal-2 is Live — and Open-Source!

Meet Fal-2, SVECTOR’s new vision-language model that truly understands images. 📸

Fal-2-500M brings high efficiency, accuracy, and ultra-fast inference.
🇮🇳 Built proudly in India.

Explore:
https://t.co/FUeh7lgASz

[SVECTOR @SVECTOR_]

🚀 Introducing Orbit — your intelligent coding environment powered by SVECTOR’s AI models.

We’re excited to unveil Orbit IDE Preview today an AI-driven IDE, enhancing secure coding with intelligent features, going beyond traditional code editors for collaborative development.

[SVECTOR @SVECTOR_]

Wishing a joyful and healthy Diwali to all celebrating around the world!

[Siddharth Shah @SiddharthShah_8]

We're back online! 🔥
https://t.co/EYSObeeQGh