Prelude SFT โ€” Excellent Instructions (Old)

Prelude fine-tuned on Excellent-SFT for two epochs. This checkpoint predates explicit thinking-instruction conditioning and can produce empty thinking blocks even when thinking is enabled.

Reproduction details

Item Value
Training repository OpenEuroLLM/post-training
Training code reference Current main
Experiment details Taskboard #416
Base model birgermoell/oellm-9b-128k-theta32m-prelude-anneal300b
Base revision c5b5a9fffdb8d09fe5071c5fa99028bdd76eb235
Training data openeurollm/OpenEuroLLM-Excellent-SFT
Data revision c4ee55804f256c5f8cc4a6ef3fdecbe4a4ea95e0
Tokenizer openeurollm/tokenizer-256k
Tokenizer revision 94bae05cf351c4feb435d6a73c2aa8edfd88ae04
Chat template Training-time Qwen-style template bundled with this checkpoint
Thinking instructions No explicit /think or /no_think assignment
Training duration 2 epochs; 55,836 steps
Maximum sequence length 32,768 tokens; packing enabled
Supervision Assistant-only loss
Partially truncated supervised responses Retained with warnings (truncated_span_action: warn)
Optimizer AdamW; ฮฒโ‚=0.9, ฮฒโ‚‚=0.95, ฮต=1e-8; weight decay=0
Learning rate 8e-5; linear decay; 3% warmup
Effective batch size 32 packed sequences; per-device batch size 1
Gradient clipping 1.0
Precision and kernels BF16; FlashAttention 3; Liger enabled
Distributed training DeepSpeed ZeRO-2; communication overlap disabled
Hardware 32 NVIDIA H100 GPUs across 8 nodes on MareNostrum 5 (MN5)
Gradient checkpointing Enabled, non-reentrant
Seeds Training and data: 42
Processed input tokens 58,309,862,656, across both epochs
Processed supervised targets Not explicitly tracked, but tracked in a very similar run: Prelude-SFT-Excellent-Instructions

This repository contains inference weights and tokenizer files, not optimizer or resumable training state. Consult the base-model and dataset cards for applicable licenses; no separate checkpoint release license has been assigned.

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