DeepReinforce

Ornith 1.5 35B A3B

Tool callingStructured outputReasoningImage input
Ornith 1.5 35B A3B model card cover

Mixture-of-experts coding-reasoning model for agentic software tasks, tool use, and image understanding

Context
262K
Released
1mo ago
Parameters
35B

Sources:models.dev

Benchmarks

DeepSWE is the primary coding benchmark where an exact model evaluation exists. Other sourced evaluations appear below; missing scores are not zero.

Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.

No benchmark results have been matched to this model yet.

Specifications

Developer
DeepReinforce
Model family
—
Type
Language model
Predecessor
—
Successor
—
Released
August 18, 2026
Model ID
deepreinforce/ornith-1.5-35b-a3b
Openness
Open weights
License
MIT
Parameters
35B
Input modalities
text, image
Output modalities
text
Modality
text+image->text
Hugging Face
—
Source freshness
Metadata synced Oct 8, 2026, 10:17 PM UTC
Additional source evidence
Source model
deepreinforce/ornith-1.5-35b-a3b
Source family
ornith
Last updated
2026-08-23
Model context
262K
Open weights
Yes
File attachments
Yes
Reasoning
Yes
Tool calling
Yes
Structured output
Yes
Temperature control
Yes

Downloadable weights

Complete source record (JSON)
{
  "id": "deepreinforce/ornith-1.5-35b-a3b",
  "name": "Ornith 1.5 35B A3B",
  "description": "Mixture-of-experts coding-reasoning model for agentic software tasks, tool use, and image understanding",
  "family": "ornith",
  "last_updated": "2026-08-23",
  "attachment": true,
  "reasoning": true,
  "tool_call": true,
  "structured_output": true,
  "temperature": true,
  "modalities": {
    "input": [
      "text",
      "image"
    ],
    "output": [
      "text"
    ]
  },
  "limit": {
    "context": 262144
  },
  "release_date": "2026-08-18",
  "open_weights": true,
  "license": "MIT",
  "links": [
    {
      "url": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B",
      "label": "Model card",
      "type": "model_card"
    }
  ],
  "weights": [
    {
      "label": "Hugging Face",
      "url": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B"
    }
  ]
}

Infrastructure

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