HILBERT

HILBERT is a SnapKitty model published for execution through Ollama.

Model Card

Overview

HILBERT is a text language model distributed through Ollama.

The published Ollama artifact is:

jessicalw34/HILBERT:latest

HILBERT uses the shared SnapKitty model specifications:

• 2.7 GB
• 4K context window
• Text modality
• Ollama runtime

Run HILBERT

ollama run jessicalw34/HILBERT

API

curl http://localhost:11434/api/chat \
  -d '{
    "model": "jessicalw34/HILBERT",
    "messages": [
      {
        "role": "user",
        "content": "Hello!"
      }
    ]
  }'

Python

from ollama import chat

response = chat(
    model="jessicalw34/HILBERT",
    messages=[
        {
            "role": "user",
            "content": "Hello!"
        }
    ],
)

print(response.message.content)

JavaScript

import ollama from "ollama";

const response = await ollama.chat({
  model: "jessicalw34/HILBERT",
  messages: [
    {
      role: "user",
      content: "Hello!"
    }
  ]
});

console.log(response.message.content);

Agent Integration

HILBERT can serve as the inference component of a SnapKitty agent runtime.

┌─────────────────────────┐
│   SnapKitty Agent       │
├─────────────────────────┤
│ Objective               │
│ State                   │
│ Tools                   │
│ Permissions             │
│ Execution               │
└────────────┬────────────┘
             │
             ▼
┌─────────────────────────┐
│        HILBERT          │
│      Language Model     │
└────────────┬────────────┘
             │
             ▼
┌─────────────────────────┐
│         Ollama          │
└─────────────────────────┘

The agent runtime and model remain separate components.

HILBERT provides model inference. The surrounding SnapKitty agent system determines how model output is interpreted and whether external tools or actions are permitted.

Model Architecture

The public model listing does not independently establish:

• Base model
• Parameter count
• Training dataset
• Fine-tuning method
• Quantization format
• Training hardware
• Training duration
• Evaluation benchmarks

These fields should be documented when formally released.

Context

4K context window

Modality

Text

Limitations

HILBERT may produce incorrect or incomplete outputs.

Model output should be validated before being used for consequential decisions or external actions.

Connecting HILBERT to an agent runtime does not itself establish correctness, autonomy, or tool authorization.

Reproducibility

Model:
jessicalw34/HILBERT

Tag:
latest

Runtime:
Ollama

Size:
2.7 GB

Context:
4K

Modality:
Text

Pin an immutable model digest when reproducibility is required.

Versioning

Recommended release structure:

HILBERT:1
HILBERT:1.1
HILBERT:2

Each release should document changes to:

• Model weights
• Runtime configuration
• Context length
• Quantization
• Prompt configuration
• Training or fine-tuning
• Evaluation

Evaluation

Benchmark results should be reported against the exact HILBERT release tested.

Future evaluations should identify:

• Exact HILBERT version
• Benchmark
• Prompt configuration
• Context length
• Sampling parameters
• Hardware
• Runtime version

Sovereign Source

This model is a SnapKitty sovereign-source artifact.

Copyright © 2026 SnapKitty

The model artifact, Modelfile, configuration, prompts, and associated source materials are governed by the license accompanying this release.

No rights are granted beyond those expressly provided by that license. Redistribution, modification, commercial use, or creation of derivative artifacts is subject to the applicable license terms.

For the authoritative terms visit collectivekitty.com

Token Policy

Preview Tier

All newly issued API keys begin on the Preview tier.

• 10,000 research tokens per day
• Daily allowance resets at 00:00 UTC
• 50,000 research tokens lifetime maximum
• Lifetime cap is hard enforced
• Upgrade to the Standard tier is required after the lifetime allocation is exhausted

Limit Enforcement

HTTP 429 Too Many Requests

Daily:

{
  "error": "daily_token_limit_reached",
  "message": "Daily token limit reached (10,000 tokens). Resets at midnight UTC."
}

Lifetime:

{
  "error": "lifetime_token_limit_reached",
  "message": "Preview token limit reached (50,000 tokens). Upgrade to standard tier."
}

Citation

jessicalw34/HILBERT

Identify the exact version or digest where reproducibility matters.

HILBERT

2.7 GB · 4K context · Text

Ollama model:

jessicalw34/HILBERT:latest

Run:

ollama run jessicalw34/HILBERT