mkchaou/climsight-calm_ft_Q3_13k

mkchaou/ climsight-calm_ft_Q3_13k_tools

2 Downloads Updated 4 months ago

Tool calling enabled of model Qwen3-4b-Instruct-2507 fine-tuned on ~13k Climsight data which are pairs of prompts/completions extracted from climsight pipeline. Below are all the technical specs of the fine-tuning process along with the evaluation used.

tools

ollama run mkchaou/climsight-calm_ft_Q3_13k_tools

curl http://localhost:11434/api/chat \
  -d '{
    "model": "mkchaou/climsight-calm_ft_Q3_13k_tools",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='mkchaou/climsight-calm_ft_Q3_13k_tools',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'mkchaou/climsight-calm_ft_Q3_13k_tools',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Applications

Claude Code ollama launch claude --model mkchaou/climsight-calm_ft_Q3_13k_tools

OpenCode ollama launch opencode --model mkchaou/climsight-calm_ft_Q3_13k_tools

Hermes Agent ollama launch hermes --model mkchaou/climsight-calm_ft_Q3_13k_tools

OpenClaw ollama launch openclaw --model mkchaou/climsight-calm_ft_Q3_13k_tools

Models

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Name

1 model

Size / Usage

Context

Input

climsight-calm_ft_Q3_13k_tools:latest

2.5GB · 256K context window · Text · 4 months ago

climsight-calm_ft_Q3_13k_tools:latest

2.5GB

256K

Text

Readme

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