Text Generation
Transformers
Safetensors
llama
alignment-handbook
trl
dpo
Generated from Trainer
conversational
text-generation-inference
Inference Endpoints
Edit model card

reflection_ds_chat_no_mask_sppo_hard_new_iter0_2024-10-16-12.26

This model is a fine-tuned version of deepseek-ai/deepseek-llm-7b-chat on the self-generate/topp09_temp07_reflection_scored_ds_chat_original_cn_mining_oj_iter0-binarized-reflection-scored and the self-generate/topp09_temp07_reflection_scored_ds_chat_original_cn_rl_oj_iter0-binarized-reflection-scored datasets.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 1e-06
  • train_batch_size: 8
  • eval_batch_size: 4
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • total_train_batch_size: 64
  • total_eval_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • lr_scheduler_warmup_ratio: 0.1
  • lr_scheduler_warmup_steps: 100
  • num_epochs: 1.0

Training results

Framework versions

  • Transformers 4.45.2
  • Pytorch 2.4.0+cu121
  • Datasets 2.14.6
  • Tokenizers 0.20.1
Downloads last month
19
Safetensors
Model size
6.91B params
Tensor type
BF16
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for yiran-wang3/reflection_ds_chat_no_mask_sppo_hard_new_iter0_yite2_config

Finetuned
(22)
this model

Datasets used to train yiran-wang3/reflection_ds_chat_no_mask_sppo_hard_new_iter0_yite2_config