deepreinforce-ai / text-generation updated 1 month ago

Ornith-1.0-397B

Name: Ornith-1.0-397B
Author: deepreinforce-ai

Aloha! 🌺 Today, we are releasing Ornith-1.0, a self-improving family of open-source models for agentic coding.

Params

396.8 B

Context

—

Downloads 30d

387 K

Likes

253

Commercial use: allowed mit Not gated SAFETENSORS View on Hugging Face ↗

Download history

daily snapshots · 10 days

443 K387 K

Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	bf16	793.6 GB	933.0 GB	❌ Won’t fit

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Run it

copy-paste, exact tags checked against the Hub

~ · curl · api/v1

$ curl -s https://aimodelscomparison.com/api/v1/models/ornith-1-0-397b
{
  "hf_id": "deepreinforce-ai/Ornith-1.0-397B",
  "params_b": 396.80,
  "context_length": null,
  "license": { "id": "mit", "commercial": "yes" },
  "downloads_30d": 386692,
  "vram_estimates": [
    { "quant": "bf16", "gb": 933.0 }
  ],
  "updated_at": "2026-07-28T18:05:47Z"
}

est. VRAM —on RTX 4090 · 24 GBJSON API →

Specifications

Architecture: Qwen3_5MoeForConditionalGeneration
Parameters: 396.8 B
Tensor type: BF16
Licence: mit
First seen on the Hub: 2026-06-23
Training datasets: undisclosed
Added to our catalog: 2026-07-28

Compare with

DeepSeek-R1 9.9 M gpt-oss-120b 4.2 M DeepSeek-V4-Flash 2.7 M GLM-5.2-FP8 2.7 M GLM-5.2 2.2 M GLM-5.2-NVFP4 1.8 M

Appears in

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