Cream-Phi-3-14B-v1a

tldr; This is Phi 3 Medium finetuned for (mainly SFW) roleplaying.

It was a promising release candidate that fell flat when things got moist.

I'm publishing all the details for anyone else interested in finetuning Phi 3.

Training Details:

• 8x H100 80GB SXM GPUs
• 1 hour training time

Results for Roleplay Mode (i.e., not Instruct format):

• Strong RP formatting.
• Tends to output short, straightforward replies to the player character.
• Starts to break down when things get moist.
• Important: My testing is lazy and flawed. Take it with a grain of salt and test the GGUFs before taking notes.

Axolotl Config (some fields omitted)

base_model: failspy/Phi-3-medium-4k-instruct-abliterated-v3
load_in_4bit: true
bf16: auto
fp16:
tf32: false
flash_attention: true

sequence_len: 4096
datasets:
  - path: Undi95/andrijdavid_roleplay-conversation-sharegpt
    type: customphi3

num_epochs: 2
warmup_steps: 30
weight_decay: 0.1

adapter: lora
lora_r: 128
lora_alpha: 16
lora_dropout: 0.1
lora_target_linear: true

gradient_accumulation_steps: 2
micro_batch_size: 2
gradient_checkpointing: true
gradient_checkpointing_kwargs:
   use_reentrant: true

sample_packing: true
pad_to_sequence_len: true

optimizer: paged_adamw_8bit
lr_scheduler: cosine
learning_rate: 0.0001
max_grad_norm: 1.0

val_set_size: 0.01
evals_per_epoch: 3
eval_max_new_tokens: 128
eval_batch_size: 1