slm-125m-base / README.md
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metadata
license: apache-2.0
language: en
tags:
  - legal
  - finance
  - from-scratch
  - llama

slm-125m-base

A 125.8M-parameter Llama-architecture language model, trained from scratch on a legal/financial corpus.

Data

Trained on 2.19B tokens: US case law (40%), SEC filings (40%), and FineWeb-Edu web text (20%). See the project's Agent_brief.md for the full data pipeline (cleaning, dedup, decontamination).

Architecture

  • vocab_size: 16384
  • hidden_size: 768
  • num_hidden_layers: 12
  • num_attention_heads: 12
  • max_position_embeddings: 1024

Training

Pretrained on 8xH100 via Modal, budget-capped at $40.