delete readme

README.md

@@ -1,164 +0,0 @@
----
-base_model: meta-llama/Llama-3.2-3B
-library_name: peft
-license: llama3.2
-tags:
-- axolotl
-- generated_from_trainer
-model-index:
-- name: BanglaLLama-3.2-11b-3b-unolp-culturax-base-v0.0.2
-  results: []
----
-
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
-
-[<img src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl)
-<details><summary>See axolotl config</summary>
-
-axolotl version: `0.4.1`
-```yaml
-base_model: meta-llama/Llama-3.2-3B
-model_type: LlamaForCausalLM
-  #processor_type: AutoProcessor
-tokenizer_type: AutoTokenizer
-
-#skip_prepare_dataset: true
-#remove_unused_columns: false
-#sample_packing: false
-
-load_in_8bit: false
-load_in_4bit: false
-strict: false
-
-# datasets:
-#   #- path: mhenrichsen/alpaca_2k_test
-#   - path: yahma/alpaca-cleaned 
-#     type: alpaca
-max_steps: 10000
-#chat_template: llama3_2_vision
-pretraining_dataset:
-  - path: "uonlp/CulturaX"
-    name: bn
-    type: pretrain
-dataset_prepared_path: /workspace/datasets/last_run_prepared_pretrain_llama3.2-3b_uonlp_CulturaX_bn_9Oct2024_1_30_PM
-val_set_size: 0.00
-output_dir: /workspace/outputs/llama-3.2-11b-pretrain-uonlp-culturax-6Oct2024_10_20_AM
-
-# push to hf hub
-hub_model_id: BanglaLLM/BanglaLLama-3.2-11b-3b-unolp-culturax-base-v0.0.2
-hub_strategy: end
-
-#sequence_len: 4096
-sequence_len: 8192
-pad_to_sequence_len: false
-
-# all below changed above
-sample_packing: true 
-eval_sample_packing: false
-pad_to_sequence_len: true
-remove_unused_columns: true
-
-adapter: lora
-lora_model_dir:
-lora_r: 32
-lora_alpha: 16
-lora_dropout: 0.05
-#lora_target_modules: 'language_model.model.layers.[\d]+.(mlp|cross_attn|self_attn).(up|down|gate|q|k|v|o)_proj'
-lora_target_linear: true
-lora_fan_in_fan_out:
-lora_modules_to_save:
-  - embed_tokens
-  - lm_head
-
-wandb_project: banglallm-training
-wandb_entity: banglallm
-wandb_watch:
-wandb_name: balglallm-training-llama3.2-3b-pretraining-9Oct2024_1_30_PM
-wandb_run_id: balglallm-training-llama3.2-3b-pretraining-9Oct2024_1_30_PM-id-1
-wandb_log_model: checkpoint
-
-gradient_accumulation_steps: 4 #8
-micro_batch_size: 1
-num_epochs: 1
-optimizer: adamw_bnb_8bit
-lr_scheduler: cosine
-learning_rate: 0.0002
-
-train_on_inputs: false
-group_by_length: false
-bf16: auto
-fp16:
-tf32: false
-
-gradient_checkpointing: true
-early_stopping_patience:
-resume_from_checkpoint:
-local_rank:
-logging_steps: 1
-xformers_attention:
-flash_attention: true
-s2_attention:
-
-#warmup_steps: 10
-warmup_ratio: 0.1
-evals_per_epoch: 4
-eval_table_size:
-#eval_max_new_tokens: 128
-saves_per_epoch: 1
-debug:
-deepspeed:
-weight_decay: 0.0
-fsdp:
-fsdp_config:
-special_tokens:
-   pad_token: <|end_of_text|>
-
-```
-
-</details><br>
-
-[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/banglallm/banglallm-training/runs/balglallm-training-llama3.2-3b-pretraining-9Oct2024_1_30_PM-id-1)
-# BanglaLLama-3.2-11b-3b-unolp-culturax-base-v0.0.2
-
-This model is a fine-tuned version of [meta-llama/Llama-3.2-3B](https://huggingface.co/meta-llama/Llama-3.2-3B) on an unknown dataset.
-
-## 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: 0.0002
-- train_batch_size: 1
-- eval_batch_size: 1
-- seed: 42
-- gradient_accumulation_steps: 4
-- total_train_batch_size: 4
-- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
-- lr_scheduler_type: cosine
-- lr_scheduler_warmup_steps: 1000
-- training_steps: 10000
-
-### Training results
-
-
-
-### Framework versions
-
-- PEFT 0.13.0
-- Transformers 4.45.1
-- Pytorch 2.3.1+cu121
-- Datasets 2.21.0
-- Tokenizers 0.20.0