140 3 weeks ago

🪨 caveman be better. more save token. token be less. model be library

vision tools thinking audio
ollama run kavai/Caveman-Library:gemma4-26b

Applications

Claude Code
Claude Code ollama launch claude --model kavai/Caveman-Library:gemma4-26b
OpenClaw
OpenClaw ollama launch openclaw --model kavai/Caveman-Library:gemma4-26b
Hermes Agent
Hermes Agent ollama launch hermes --model kavai/Caveman-Library:gemma4-26b
Codex
Codex ollama launch codex --model kavai/Caveman-Library:gemma4-26b
OpenCode
OpenCode ollama launch opencode --model kavai/Caveman-Library:gemma4-26b

Models

View all →

37 models

Caveman-Library:gemma4-26b

18GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:gemma4-31b

20GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:gemma4-e2b

7.2GB · 128K context window · Text, Image · 3 weeks ago

Caveman-Library:gemma4-e4b

9.6GB · 128K context window · Text, Image · 3 weeks ago

Caveman-Library:lfm2-24b

14GB · 32K context window · Text · 3 weeks ago

Caveman-Library:llama3-1-405b

243GB · 128K context window · Text · 3 weeks ago

Caveman-Library:llama3-1-70b

43GB · 128K context window · Text · 3 weeks ago

Caveman-Library:llama3-1-8b

4.9GB · 128K context window · Text · 3 weeks ago

Caveman-Library:nemotron-3-super-120b

87GB · 256K context window · Text · 3 weeks ago

Caveman-Library:nemotron-cascade-2-30b

24GB · 256K context window · Text · 3 weeks ago

Caveman-Library:qwen3-5-0.8b

1.0GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-5-122b

81GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-5-27b

17GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-5-2b

2.7GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-5-35b

24GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-5-4b

3.4GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-5-9b

6.6GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-next-80b

50GB · 256K context window · Text · 3 weeks ago

Caveman-Library:qwen3-vl-235b

143GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-235b-a22b-instruct

143GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-235b-a22b-thinking

143GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-2b

1.9GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-2b-instruct

1.9GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-2b-thinking

1.9GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-30b

20GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-30b-a3b

20GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-30b-a3b-instruct

20GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-30b-a3b-thinking

20GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-32b

21GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-32b-instruct

21GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-32b-thinking

21GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-4b

3.3GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-4b-instruct

3.3GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-4b-thinking

3.3GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-8b

6.1GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-8b-instruct

6.1GB · 256K context window · Text, Image · 3 weeks ago

Caveman-Library:qwen3-vl-8b-thinking

6.1GB · 256K context window · Text, Image · 3 weeks ago

Readme

Caveman Model Lib 🪨 (Model be no my)

LLM speak caveman. Few words. Same brain power. Less tokens.


What Model Do

  • Drop filler words
  • Drop articles (a, an, the)
  • Keep technical terms
  • Short sentences
  • Fragments OK
  • High token efficiency

Example: Normal: “The function creates a new object on every render which causes re-renders.” Caveman: “New object each render. New ref. Re-render.”


Modes

Full Mode

  • Short words
  • Fragments
  • Clear meaning

Example: Inline object prop. New ref. Component re-render. Use useMemo.

Ultra Mode

  • Abbrev
  • Arrows
  • Minimal words

Example: Inline obj → new ref → re-render. useMemo.


Rules

  • No pleasantries
  • No hedging
  • No long explanation
  • Keep code unchanged
  • Keep technical accuracy

Pattern: [thing] [action] [reason]. [next step]

Example: State change. New render. Expensive calc repeat. Memoize.


Use Cases

  • Token saving
  • Fast debugging
  • Logs
  • CLI tools
  • Agent responses
  • Low bandwidth chat

Not Good For

  • Formal writing
  • Legal text
  • UX copy
  • Friendly conversation

Quick Test

Input: Explain why React component re-renders when passing inline object.

Output: Inline object new each render. Ref change. Props diff. Re-render. useMemo.


Goal

Less words. Same meaning. Max efficiency.