Holo3.1
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)
Holo3.1 has 45 facts recorded in Dontopedia across 2 references, with 4 live disagreements.
45 facts·31 predicates·2 sources·4 in dispute
Mostly:rdf:type(7), donto:has capability(6), donto:performs task(3)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (4)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
Other facts (45)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
45 facts
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | AI Model | [2] |
| Rdf:type | Vision Language Model | [2] |
| Rdf:type | Generative Model | [2] |
| Rdf:type | Software Component | [2] |
| Rdf:type | Large Language Model | [2] |
| Rdf:type | Image Captioning Model | [2] |
| Rdf:type | Multimodal Model | [2] |
| Donto:has Capability | Fine Grained Description | [2] |
| Donto:has Capability | Color Recognition | [2] |
| Donto:has Capability | Spatial Reasoning | [2] |
| Donto:has Capability | Vegetation Detection | [2] |
| Donto:has Capability | Water Body Detection | [2] |
| Donto:has Capability | Perspective Identification | [2] |
| Donto:performs Task | Image Captioning | [2] |
| Donto:performs Task | Scene Description | [2] |
| Donto:performs Task | Visual Question Answering | [2] |
| Donto:has Predecessor | holo3.0 | [2] |
| Donto:has Predecessor | holo2.x | [2] |
| Is Running | true | [1] |
| Faster Than | Nemo | [1] |
| Speed Comparison Optimization Level | zero optimization | [1] |
| Has Url | https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4 | [1] |
| Hosted on | Hugging Face | [1] |
| Published by | Hcompany | [1] |
| Model Name | Holo-3.1-35B-A3B-NVFP4 | [1] |
| Parameter Count | 35B | [1] |
| Quantization Format | NVFP4 | [1] |
| Architecture Designation | A3B | [1] |
| Is Instance of | Holo 3.1 35 B A3 B Nvfp4 | [1] |
| Outperforms | Nemo | [1] |
| Runs With | zero optimization | [1] |
| Donto:has Name | holo3.1 | [2] |
| Donto:has Version | 3.1 | [2] |
| Donto:has Major Version | 3 | [2] |
| Donto:has Minor Version | 1 | [2] |
| Donto:has Prefix | holo | [2] |
| Donto:is Iterative | true | [2] |
| Donto:produces | Holo Output | [2] |
| Donto:returns | Holo Output | [2] |
| Donto:accepts Input | Image | [2] |
| Donto:generates Output | Natural Language Text | [2] |
| Donto:has Successor | holo3.2 | [2] |
| Donto:runs in | Pod | [2] |
| Donto:has Brand | Holo | [2] |
| Donto:is Part of | World Feedback Vision System | [2] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
—
is-runningclaims/session/discord:1349727923434815519:1474609483052355796
true
—
faster-thanclaims/session/discord:1349727923434815519:1474609483052355796
nemo
—
speed-comparison-optimization-levelclaims/session/discord:1349727923434815519:1474609483052355796
zero optimization
—
has-urlclaims/session/discord:1349727923434815519:1474609483052355796
https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4
—
hosted-onclaims/session/discord:1349727923434815519:1474609483052355796
platform:HuggingFace
—
published-byclaims/session/discord:1349727923434815519:1474609483052355796
org:Hcompany
—
model-nameclaims/session/discord:1349727923434815519:1474609483052355796
Holo-3.1-35B-A3B-NVFP4
—
parameter-countclaims/session/discord:1349727923434815519:1474609483052355796
35B
—
quantization-formatclaims/session/discord:1349727923434815519:1474609483052355796
NVFP4
—
architecture-designationclaims/session/discord:1349727923434815519:1474609483052355796
A3B
—
is-instance-ofclaims/session/discord:1349727923434815519:1474609483052355796
Holo-3.1-35B-A3B-NVFP4
—
outperformsclaims/session/discord:1349727923434815519:1474609483052355796
nemo
—
runs-withclaims/session/discord:1349727923434815519:1474609483052355796
zero optimization
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:AIModel
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:VisionLanguageModel
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:GenerativeModel
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:SoftwareComponent
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:LargeLanguageModel
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:ImageCaptioningModel
—
typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:MultimodalModel
—
hasNameclaims/session/discord:1349727923434815519:1462240469864943626
holo3.1
—
hasVersionclaims/session/discord:1349727923434815519:1462240469864943626
3.1
—
hasMajorVersionclaims/session/discord:1349727923434815519:1462240469864943626
3
—
hasMinorVersionclaims/session/discord:1349727923434815519:1462240469864943626
1
—
hasPrefixclaims/session/discord:1349727923434815519:1462240469864943626
holo
—
isIterativeclaims/session/discord:1349727923434815519:1462240469864943626
true
—
producesclaims/session/discord:1349727923434815519:1462240469864943626
donto:HoloOutput
—
returnsclaims/session/discord:1349727923434815519:1462240469864943626
donto:HoloOutput
—
acceptsInputclaims/session/discord:1349727923434815519:1462240469864943626
donto:Image
—
generatesOutputclaims/session/discord:1349727923434815519:1462240469864943626
donto:NaturalLanguageText
—
hasPredecessorclaims/session/discord:1349727923434815519:1462240469864943626
holo3.0
—
hasPredecessorclaims/session/discord:1349727923434815519:1462240469864943626
holo2.x
—
hasSuccessorclaims/session/discord:1349727923434815519:1462240469864943626
holo3.2
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performsTaskclaims/session/discord:1349727923434815519:1462240469864943626
donto:ImageCaptioning
—
performsTaskclaims/session/discord:1349727923434815519:1462240469864943626
donto:SceneDescription
—
performsTaskclaims/session/discord:1349727923434815519:1462240469864943626
donto:VisualQuestionAnswering
—
runsInclaims/session/discord:1349727923434815519:1462240469864943626
donto:Pod
—
hasBrandclaims/session/discord:1349727923434815519:1462240469864943626
donto:Holo
—
isPartOfclaims/session/discord:1349727923434815519:1462240469864943626
donto:WorldFeedbackVisionSystem
—
hasCapabilityclaims/session/discord:1349727923434815519:1462240469864943626
donto:FineGrainedDescription
—
hasCapabilityclaims/session/discord:1349727923434815519:1462240469864943626
donto:ColorRecognition
—
hasCapabilityclaims/session/discord:1349727923434815519:1462240469864943626
donto:SpatialReasoning
—
hasCapabilityclaims/session/discord:1349727923434815519:1462240469864943626
donto:VegetationDetection
—
hasCapabilityclaims/session/discord:1349727923434815519:1462240469864943626
donto:WaterBodyDetection
—
hasCapabilityclaims/session/discord:1349727923434815519:1462240469864943626
donto:PerspectiveIdentification
References (2)
2 references
ctx:memory/claims/session/discord:1349727923434815519:1474609483052355796- full textctx:memory/claims/session/discord:1349727923434815519:1474609483052355796text/plain122 B
doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/c0f0ebd1-a4f8-4558-830f-7606b022fb34Show excerpt
xenonfun in #hardware: <@823468778704076810> highly recommend you check it out. will post recipe its still tweaking a bit.…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/6eef4273-53b6-4121-8654-4a110f1e1900Show excerpt
xenonfun in #hardware: Outstanding — 11/11 grounded inside bbox, mean error 4px on the real dense dashboard, and the live clicks landed exactly on 📊 monitor and 🌐 network. Let me visually confirm the clicks actually switched views.…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/4f37dae8-d1d8-4286-8525-faa1f654ab1fShow excerpt
xenonfun in #hardware: yeah its impressive…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/b9a55e67-2d54-4015-b82a-1dcc0d725016Show excerpt
xenonfun in #hardware: ``` Concurrency sweep (mixed image+text, 256 tok out) — 46/46 OK ┌──────┬─────────────┬──────┬──────┐ │ Conc │ Gen tput │ p50 │ p95 │ ├──────┼─────────────┼──────┼──────┤ │ 1 │ 75.8 tok/s │ 3.0s │ …
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/0c953748-fc71-4d5d-b0c2-68597208eca5Show excerpt
xenonfun in #hardware: All the earlier verifications still stand from this same running instance: KV fit at 0.35 (18 GB / 1.79M tokens → 6.84× at full 256K), tool calling working (structured tool_calls, qwen3_coder), and 44K-token needle …
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/30584c55-874d-4651-890d-6f83d01a4524Show excerpt
xenonfun in #hardware: running it thru some tests now.…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/6e3cf62a-690c-40b6-b16a-b36d39493091Show excerpt
xenonfun in #hardware: yeah its looking pretty solid…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/502f1c9c-5acf-4057-b413-bfe6dc6dcd5dShow excerpt
xenonfun in #hardware: would be nice if FP4 worked. Your GPU does not have native support for FP4 computation but FP4 quantization is being used. Weight-only FP4 compression will be used leveraging the Marlin kernel. This may degrade perfor…
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doc:memory/claims/session/discord:1349727923434815519:1474609483052355796/8780243b-2be7-4681-8ce3-966d6a6afe6aShow excerpt
xenonfun in #hardware: holo3.1 running. faster than nemo with zero optimization, will see how it goes: https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4…
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xenonfun in #hardware: yeah I was going to start looking but that guy been working on it. glad can quant as they are heavy.…
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ajaxdavis in #hardware: that will be pretty sick to have locally…
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xenonfun in #hardware: https://x.com/i/status/2061810401013100871…
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doc:memory/claims/session/discord:1349727923434815519:1462240469864943626/0f28a8f1-21eb-48e4-b942-8349db5c95d3Show excerpt
xenonfun in #safiersemantics: images page starting.…
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xenonfun in #safiersemantics: (no text — image attachment only)…
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xenonfun in #safiersemantics: well perhaps this is messy for sure. wish I just had bigger disk. stupid acer was $200 more with 4tb recently...…
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xenonfun in #safiersemantics: well that was kinda impressive, NFS wedged (Again). found root source, NFS server was set to auto idle (WTF?) at least the NIC wasn't core issue, so that is good. restarted NFS and claude came back to life.…
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xenonfun in #safiersemantics: failing faster now.…
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xenonfun in #safiersemantics: (no text — image attachment only)…
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xenonfun in #safiersemantics: ✶ Propagating… (8m 35s · ↓ 28.4k tokens) ⎿ ◻ Manual-invoke image builds as CI jobs + UI single-job trigger ◻ [LARGER] Publish named images to uranus OCI feed + k3s pulls from there (retire --local)…
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xenonfun in #safiersemantics: will get docker images as well some UI exposure. as it is also hosting its own images, or will be again shortly.…
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xenonfun in #safiersemantics: looks like shit but guess it counts, don't think I ever actually published package and viewed.…
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xenonfun in #safiersemantics: I really need to split build up for bigger projects: perhaps publish and pull the crates (which then are all sccached), would probably improve build cycle times as a lot of them don't get touched in a feature u…
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xenonfun in #safiersemantics: tags now too…
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xenonfun in #safiersemantics: better luck next-time…
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xenonfun in #safiersemantics: self release time, again.…
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xenonfun in #safiersemantics: crates are coming back. getting orleans-rust-client fixed up so will do whole publish .…
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xenonfun in #safiersemantics: ● The OCI restoration Understand workflow (wmb8i3k3n) is running — read-only mapping of the registry impl, the prior working publish flow (from git history), the DGX-era change, and exposure, then a restorati…
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xenonfun in #safiersemantics: okay now its gotta rediscover we already build a whole OCI endpoint its gotta start using it again.…
See also
- Nemo
- Hugging Face
- Hcompany
- Holo 3.1 35 B A3 B Nvfp4
- AI Model
- Vision Language Model
- Generative Model
- Software Component
- Large Language Model
- Image Captioning Model
- Multimodal Model
- Holo Output
- Image
- Natural Language Text
- Image Captioning
- Scene Description
- Visual Question Answering
- Pod
- Holo
- World Feedback Vision System
- Fine Grained Description
- Color Recognition
- Spatial Reasoning
- Vegetation Detection
- Water Body Detection
- Perspective Identification
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