LLM training from scratch: 90M → 2.7B on one GPU
Data cleaning, custom tokenizer, 167-run speedrun, scaling probes, a 2.67B pretrained on one B200 in 38h, then SFT and reasoning. ~300 W&B runs.
Text Generation • UpdatedNote Start here: 2.67B base, custom tokenizer, 38h on one B200
juliannunezb/crisp-165b
Updated • 990Note The corpus: 165B tokens, 11-stage cleaning pipeline, nested sampling
juliannunezb/crisp-v8
Updated • 6Note Crisp retokenized with the v8 single-digit tokenizer (stable + anneal phases)
juliannunezb/crisp3b-v7-ckpts
Text Generation • UpdatedNote 2.67B with GPT-2 tokenizer; base of the post-training chain
juliannunezb/crisp3b-sft-ckpts
UpdatedNote SFT on 330k ChatML conversations
juliannunezb/crisp3b-reason-ckpts
UpdatedNote Reasoning cold-start () on 35k short verified traces
juliannunezb/crisp-sft-chat
Viewer • Updated • 330k • 63Note SFT corpus
juliannunezb/crisp-reason-cold
Viewer • Updated • 35k • 45Note Reasoning cold-start corpus
juliannunezb/llm-training-v1-checkpoints
Text Generation • UpdatedNote Where it started: 90M GPT-2 on OpenWebText, hardware/optimizer ablations
juliannunezb/transformer-lm-500m
UpdatedNote 500M stage (v1)
juliannunezb/transformer-lm-500m-v2
UpdatedNote 500M stage (v2)
juliannunezb/transformer-lm-500m-v3
UpdatedNote 500M stage (v3)
juliannunezb/llm-500m-pretrain-v1
UpdatedNote 500M pretrain on the 100B mix
juliannunezb/llm-500m-sft-v1
UpdatedNote 500M SFT
juliannunezb/local50m-combo3-v1
UpdatedNote 50M pipeline on a Mac, step 1: pretrain
juliannunezb/local50m-midtrain-v2
UpdatedNote 50M pipeline, step 2: midtrain
juliannunezb/local50m-combo3-sft-v1
UpdatedNote 50M pipeline, step 3: SFT
juliannunezb/local50m-combo3-dpo-v1
UpdatedNote 50M pipeline, step 4: DPO
juliannunezb/local50m-combo3-grpo-bootstrap-v1
UpdatedNote 50M pipeline, step 5: GRPO bootstrap
juliannunezb/mixed-pretrain-100b-gpt2
Updated • 163Note 100B-token pretrain mix (GPT-2 BPE)
juliannunezb/mixed-pretrain-10b-gpt2
Viewer • Updated • 1 • 610 • 1Note 10B-token pretrain mix (GPT-2 BPE)
juliannunezb/midtrain-mix-5b-gpt2
Updated • 74Note Midtrain / anneal mix
juliannunezb/smoltalk-gpt2-sft
Viewer • Updated • 1.04M • 57Note SFT data (SmolTalk, GPT-2 BPE)
juliannunezb/ultrafeedback-gpt2-dpo
Viewer • Updated • 62k • 56Note DPO data (UltraFeedback, GPT-2 BPE)