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Holo4 35B-A3B

H CompanyOpen WeightsPending Human Review

Holo4 35B-A3B is H Company’s computer-use vision-language model built on Qwen3.6-35B-A3B. It is post-trained to work across graphical interfaces, code, MCP tools, and APIs, using screenshots and tool results to choose its next actions. Released weights support local agent research; an external harness executes clicks, typing, and code and returns observations. The sparse model activates about 3B language parameters per token but still needs memory for its full checkpoint. Its card specifies a 262,144-token context. Apache-licensed weights and hosted H Models API access are available.

2026-09-28
35B total, 3B active
Qwen3.6 Mixture-of-Experts vision-language Transformer
Apache-2.0

Specifications

Parameters
35B total, 3B active
Architecture
Qwen3.6 Mixture-of-Experts vision-language Transformer
License
Apache-2.0
Context Window
262,144 tokens
Type
multimodal
Modalities
textimage

Benchmark Scores

Advanced Specifications

Model Family
Holo
Finetuned From
Qwen3.6-35B-A3B
API Access
Available
Chat Interface
Not Available
Variants
BF16FP8NVFP4Q4 GGUF

Capabilities & Limitations

Capabilities
computer usevisual groundingtool callingagentic coding
Known Limitations
Agent actions require an external execution harnessBenchmarks depend on software environments, task sets, and harnessesSparse activation does not eliminate full-checkpoint memory requirements
Notable Use Cases
desktop automationweb and mobile agentsprivate computer-use research
Function Calling Support
Yes
Tool Use Support
Yes

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