AI-TAVS/Ornith-vision:35b

AI-TAVS/ Ornith-vision:35b

14 Downloads Updated yesterday

Ornith-1.0-35B is an efficient 35-billion parameter open-source reasoning model optimized for single-GPU deployment and trained via reinforcement learning to achieve state-of-the-art performance in agentic coding and tool-calling tasks.

vision 35b

ollama run AI-TAVS/Ornith-vision:35b

curl http://localhost:11434/api/chat \
  -d '{
    "model": "AI-TAVS/Ornith-vision:35b",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='AI-TAVS/Ornith-vision:35b',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'AI-TAVS/Ornith-vision:35b',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Details

Updated yesterday

yesterday

0442ce2c93ab · 22GB ·

model

archqwen35moe

parameters34.7B

quantizationQ4_K_M

21GB

projector

archclip

parameters447M

quantizationF16

899MB

template

{{ if .System }}<|im_start|>system {{ .System }}<|im_end|> {{ end }}{{ if .Prompt }}<|im_start|>user

218B

params

{ "stop": [ "<|im_start|>", "<|im_end|>" ] }

59B

Readme

Ornith-1.0-35B Today, we are releasing Ornith-1.0, a self-improving family of open-source models for agentic coding.

Highlights:

State-of-the-Art Coding Agents: Available in 35B-MoE (post-trained on top of Gemma 4 and Qwen 3.5), achieving state-of-the-art performance among open-source models of comparable size on coding benchmarks such as Terminal-Bench 2.1, SWE-Bench, NL2Repo and OpenClaw.

Self-Improving Training Framework: Ornith-1.0 employs RL to learn to generate not only solution rollouts, but also the scallfold that drive those rollouts. By jointly optimizing the scaffold and the resulting solution, the model discovers better search trajectories and generates higher-quality solutions.

Licence: MIT licensed, globally accessible, and free from regional limitations.

https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B-GGUF