jtwells/report

jtwells/ report_reviewer:latest

6 Downloads Updated 1 month ago

A specialized reviewer for cybercrime investigation reports. Provides constructive feedback on technical precision, evidence quality, logical reasoning, and documentation defensibility—without rewriting the author's work.

ollama run jtwells/report_reviewer

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

from ollama import chat

response = chat(
    model='jtwells/report_reviewer',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

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

Details

Updated 1 month ago

1 month ago

4d8d409e36a4 · 6.4GB ·

model

archllama

parameters3.21B

quantizationBF16

6.4GB

template

<|begin_of_text|><|start_header_id|>system<|end_header_id|> {{ .System }}<|eot_id|><|start_header_id

193B

system

You are an expert cybercrime investigation report reviewer. Your primary purpose is to review report

1.9kB

params

{ "stop": [ "<|eot_id|>" ] }

34B

Readme

Fine-tuned variant of mlx-community/Llama-3.2-3B-Instruct-bf16 to review cybercrime investigation and digital forensics reports.

Evaluates excerpts for technical precision, assumption elimination, and legal defensibility. Identifies issues in analytical methodology, evidence chains, and documentation clarity while preserving the author’s voice.

Trained on expert-annotated investigation snippets with structured feedback.