32 lines
909 B
Markdown
32 lines
909 B
Markdown
---
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language:
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- en
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library_name: transformers
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license: apache-2.0
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tags:
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- causal-lm
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- legal
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- finance
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- llama
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---
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# slm-125m-base
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125.8M-parameter decoder-only language model trained from scratch for legal,
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financial, and educational English text.
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## Training
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- Architecture: 12-layer Llama-compatible decoder, hidden size 768, vocabulary 16,384
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- Context length: 1,024 tokens
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- Training data: 2.034B packed training tokens; 20.6M validation tokens
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- Data mix: cleaned and deduplicated US case law, SEC filings, and FineWeb-Edu
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- Optimization: AdamW, BF16, cosine learning-rate schedule, one epoch
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- Hardware: 8 NVIDIA H100 GPUs
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- Final validation loss: 2.3981
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- Final validation perplexity: 11.00
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- Reported GPU compute cost: approximately $10.60
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This is a base model, not an instruction-tuned or safety-tuned assistant. Outputs
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may be inaccurate and should not be treated as legal or financial advice.
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