cmmc-expert-7b-v3.0

Name: cmmc-expert-7b-v3.0
Author: Nathan-Maine

license:apache-2.0

Nathan-Maine

Language Model

OTHER

7B params

New

23 downloads

Early-stage

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Edge AI:

Mobile

Laptop

Server

16GB+ RAM

Mobile

Laptop

Server

Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile

4-6GB RAM

Laptop

16GB RAM

Server

GPU

Minimum Recommended

7GB+ RAM

Code Examples

Training Configurationyaml

adapter: lora
base_model: Qwen/Qwen2.5-7B-Instruct
bf16: auto
load_in_8bit: true
datasets:
  - path: Nathan-Maine/cmmc-compliance-dataset
    type: chat_template
    field_messages: messages
    message_field_role: role
    message_field_content: content
lora_r: 8
lora_alpha: 16
lora_dropout: 0.05
lora_target_modules:
  - q_proj
  - v_proj
  - k_proj
  - o_proj
  - gate_proj
  - down_proj
  - up_proj
micro_batch_size: 1
gradient_accumulation_steps: 16
num_epochs: 1
learning_rate: 0.0002
optimizer: adamw_bnb_8bit
sequence_len: 2048
train_on_inputs: false
output_dir: ./outputs/mymodel

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