Parent-company refresh: Two products live (UltraCompress + Sipsa Inference) + CaaS + v0.6.9 + Mistral 1.00548x + scrub stale HN banner

README.md

@@ -1,71 +1,114 @@
----
-title: Sipsa Labs
-emoji: 🧊
-colorFrom: indigo
-colorTo: blue
-sdk: static
-pinned: false
----
-
-# Sipsa Labs, Inc.
-
-> Sipsa Labs is an **experimental and deep tech-and-software lab**. We invent and ship across the full breadth of tech and software — deep research, runtime systems, novel substrates, infrastructure, hardware-adjacent stacks, and software products that don't fit anywhere else yet. **UltraCompress** — lossless 5-bit transformer compression — is our first flagship publicly-shipped product. More products in flight.
->
-> ---
->
-> ## 2026-05-11 — 22 architectures verified at 5 bpw, three new sub-1.005× records this week
->
-> > **Live on Hacker News today:** https://news.ycombinator.com/item?id=48099107
->
-> Production-grade lossless 5-bit transformer compression across 22 architectures, dense + Mixture-of-Experts + state-space (Mamba), 0.6B to 405B parameters. Mathematically lossless customer-side reconstruction: SHA-256 over reconstructed tensor bytes matches the trainer'''s measurement, verified by `uc verify`.
->
-> ### Tightest verified PPL ratios at 5 bpw
-> *(perplexity ratio = compressed PPL / bf16 baseline PPL; FineWeb-edu held-out tail; seq_len = 1024; n = 30-50; seed = 42)*
->
-> | Model | Params | Type | **PPL ratio** | Notes |
-> |---|---:|:---|---:|:---|
-> | Phi-3-mini-4k-instruct | 3.8B | dense | **1.00262×** | seq_len=128 caveat |
-> | **Mixtral-8x7B** | 47B | MoE | **1.00368×** | tightest MoE result |
-> | Qwen3-1.7B-Base | 1.7B | dense | **1.00401×** | small-decoder record |
-> | Qwen3-14B | 14B | dense | **1.00403×** | 14B-class record |
-> | Yi-1.5-9B | 8.8B | dense | **1.00414×** | >8B record |
-> | Qwen3-8B | 8B | dense | **1.00440×** | 8B-class record |
-> | **Mistral-7B-v0.3** | 7B | dense | **1.00548×** | NEW this week — 9.16× tighter than prior |
-> | Phi-3-mini-4k | 3.8B | dense | **1.00624×** | cross-arch confirm at seq=1024 |
-> | **Hermes-3-Llama-3.1-405B** | 405B | dense | **1.0066×** | largest dense 5-bit lossless on the Hub |
-> | Qwen3-0.6B | 0.6B | dense | **1.0069×** | |
-> | OLMo-2-0425-1B | 1B | dense | **1.0073×** | |
-> | SmolLM2-1.7B-Instruct | 1.7B | dense | **1.0075×** | |
-> | SmolLM2-1.7B | 1.7B | dense | **1.0085×** | |
-> | Mamba-2.8B | 2.8B | SSM | **1.0119×** | first published 5-bit lossless on a state-space model |
-> | Llama-3.1-8B | 8B | dense | **1.0125×** | standard eval |
->
-> ### Quick start (3 commands, no GPU required for verify)
->
-> ```
-> pip install ultracompress
-> hf download SipsaLabs/qwen3-8b-uc-v3-bpw5 --local-dir ./qwen3-8b
-> uc bench ./qwen3-8b
-> ```
->
-> ### Inference API
->
-> `api.sipsalabs.com` API is in private beta, OpenAI-compatible:
->
-> ```
-> export OPENAI_BASE_URL=https://api.sipsalabs.com/v1
-> # The official `openai` SDK works unchanged.
-> ```
->
-> Pricing tiers + Compression-as-a-Service contracts at https://sipsalabs.com/pricing.
->
-> ### License + IP
->
-> - PyPI `ultracompress` v0.6+ under **BUSL-1.1** with Additional Use Grant — free for sub-$1M ARR companies + research + individuals. Auto-converts to Apache 2.0 four years after each release.
-> - v0.5.x stays Apache-2.0 forever on `legacy/0.5.x`.
-> - Two USPTO provisionals filed 2026-04-25: **64/049,511** + **64/049,517**.
->
-> Commercial inquiries: founder@sipsalabs.com
->
-> Public verifier dashboard: https://sipsalabs.com/inference  
-> Selective Disclosure Charter — what we publish vs what we keep internal: see github.com/sipsalabs/ultracompress
+---
+title: Sipsa Labs
+emoji: 🧊
+colorFrom: indigo
+colorTo: blue
+sdk: static
+pinned: false
+---
+
+# Sipsa Labs
+
+> **Sipsa Labs** is an experimental and deep tech-and-software company. We invent and ship across the full breadth of tech and software.
+>
+> **Two products live today:**
+>
+> 1. **UltraCompress** — lossless 5-bit transformer compression. Flagship. `pip install ultracompress`.
+> 2. **Sipsa Inference** — OpenAI-compatible serving API for our compressed weights. `https://api.sipsalabs.com/v1`. Pro $99/mo + Team $499/mo.
+>
+> **Compression-as-a-Service** engagements are open ($5K Phase 0 POC). More products in flight — we don't pre-announce.
+
+---
+
+## v0.6.9 shipped 2026-05-15 — security release + new Mistral 7B record
+
+`pip install --upgrade ultracompress` — RCE-class fix on `torch.load()` paths + MANIFEST-scrubbed sdist. v0.6.7 + v0.6.8 yanked from PyPI. Drop-in replacement, no code changes required.
+
+**Mistral-7B-v0.3 hits 1.00548×** — tightest dense 7B-class lossless 5-bit number on the public HF Hub.
+
+---
+
+## Product 1: UltraCompress
+
+Production-grade lossless 5-bit transformer compression across 22 architectures, dense + Mixture-of-Experts + state-space, 0.6B to 405B parameters. Mathematically lossless customer-side reconstruction: SHA-256 over reconstructed tensor bytes matches the trainer's measurement, verified by `uc verify`.
+
+### Tightest verified PPL ratios at 5 bpw
+*(perplexity ratio = compressed PPL / bf16 baseline PPL; FineWeb-edu held-out tail; seq_len = 1024; n = 30-50; seed = 42)*
+
+| Model | Params | Type | **PPL ratio** | Notes |
+|---|---:|:---|---:|:---|
+| **Mixtral-8x7B** | 47B | MoE | **1.00368×** | tightest MoE result |
+| Qwen3-1.7B-Base | 1.7B | dense | **1.00401×** | small-decoder record |
+| Qwen3-14B | 14B | dense | **1.00403×** | 14B-class record |
+| Yi-1.5-9B | 8.8B | dense | **1.00414×** | >8B record |
+| Qwen3-8B | 8B | dense | **1.00440×** | 8B-class record |
+| **Mistral-7B-v0.3** | 7B | dense | **1.00548×** | NEW — tightest dense 7B-class on the public Hub |
+| Phi-3-mini-4k | 3.8B | dense | **1.00624×** | cross-arch confirm |
+| **Hermes-3-Llama-3.1-405B** | 405B | dense | **1.0066×** | first 405B-class lossless on a single 32 GB consumer GPU |
+| Qwen3-0.6B | 0.6B | dense | **1.0069×** | |
+| OLMo-2-0425-1B | 1B | dense | **1.0073×** | |
+| SmolLM2-1.7B-Instruct | 1.7B | dense | **1.0075×** | |
+| SmolLM2-1.7B | 1.7B | dense | **1.0085×** | |
+| Mamba-2.8B | 2.8B | SSM | **1.0119×** | first published 5-bit lossless on a state-space model |
+| Llama-3.1-8B | 8B | dense | **1.0125×** | |
+
+22 architectures end-to-end. Full matrix below + at github.com/sipsalabs/ultracompress.
+
+### Try UltraCompress (3 commands)
+
+```bash
+pip install ultracompress
+hf download SipsaLabs/qwen3-1.7b-base-uc-v3-bpw5 --local-dir ./pack
+uc verify ./pack
+```
+
+Expected: `VERIFY: PASS — bit-identical reconstruction guaranteed.`
+
+---
+
+## Product 2: Sipsa Inference
+
+OpenAI-compatible inference API serving our compressed weights. Drop-in replacement for OpenAI's `base_url` — same `openai` Python SDK works unchanged.
+
+```bash
+export OPENAI_BASE_URL=https://api.sipsalabs.com/v1
+curl $OPENAI_BASE_URL/models
+```
+
+22 models live in the catalog with `sipsa-*` prefix (e.g. `model="sipsa-hermes-3-llama-3.1-405b"`). Backed by dual RTX 5090 over Cloudflare Tunnel.
+
+**Pricing**: Free $5 credit on signup (no card). **Pro $99/mo** (600 RPM, $100 included credit). **Team $499/mo** (2400 RPM, $500 included credit). Full pricing + bill estimator at sipsalabs.com/pricing.
+
+---
+
+## Service: Compression-as-a-Service (CaaS)
+
+Bring a model, we deliver a verified-lossless 5-bit pack you can run on your hardware. **Phase 0 POC is $5K / 5 business days / customer-picked model**. Day 7 deliverable is a pack you self-verify with `uc verify` + benchmark with `uc bench`. Acceptance gate: `uc verify PASS` + PPL ratio within 1.5% on your eval set.
+
+Email founder@sipsalabs.com.
+
+---
+
+## Why this matters
+
+Defense / FDA-regulated healthcare / SR 11-7 model validation / frontier lab red-team eval — places where "good enough on MMLU" isn't enough. Bit-identical reconstruction is the actual reason to talk to us in those settings. As a side-effect of the streaming compression path, it lets us put a 405B-parameter model through a single 32 GB consumer GPU without renting an H100 cluster.
+
+---
+
+## License + IP
+
+- **PyPI v0.6+** under BUSL-1.1 with **Additional Use Grant**: free for sub-$1M ARR companies, research, and individuals. Auto-converts to Apache 2.0 four years after each release.
+- **v0.5.x** stays under Apache-2.0 forever on the `legacy/0.5.x` branch.
+- Codec internals patent-protected. Continuations through 2027.
+
+---
+
+## Contact
+
+- **Commercial / Phase 0 POC** → founder@sipsalabs.com
+- **Patents / licensing** → legal@sipsalabs.com
+- **Press / media** → press@sipsalabs.com
+- **Security disclosure** → security@sipsalabs.com
+- **General** → hello@sipsalabs.com
+
+[sipsalabs.com](https://sipsalabs.com) · [GitHub](https://github.com/sipsalabs) · [PyPI](https://pypi.org/project/ultracompress/) · [Pricing](https://sipsalabs.com/pricing)