Update README.md

README.md

@@ -9,7 +9,9 @@ tags:
 - sft
 license: apache-2.0
 language:
-- en
+- fr
+datasets:
+- KasparZ/mtext-071024
 ---
 
 # Uploaded  model
@@ -17,7 +19,41 @@ language:
 - **Developed by:** KasparZ
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/mistral-7b-v0.3-bnb-4bit
+- - max_seq_length = 4096
+- tokenizer.pad_token = tokenizer.eos_token
+- model.config.pad_token_id = tokenizer.pad_token_id
+- new_tokens = ["<|s|>", "<|e|>"]
+
+- **LoRA**
+- r = 128,
+- target_modules = ["q_proj", "k_proj", "v_proj", "o_proj","gate_proj", "up_proj", "down_proj","embed_tokens", "lm_head"]
+- lora_alpha = 32,
+- lora_dropout = 0,
+- bias = "none",
+- use_gradient_checkpointing = "unsloth",
+- random_state = 3407,
+- use_rslora = True,
+- loftq_config = None,
+
+- **Training**
+- per_device_train_batch_size = 1,
+- gradient_accumulation_steps = 8,
+- warmup_ratio = 0.1,
+- num_train_epochs = 2,
+- learning_rate = 1e-4,
+- embedding_learning_rate = 5e-5,
+- fp16 = True,
+- bf16 = False,
+- logging_steps = 1,
+- optim = "adamw_8bit",
+- weight_decay = 0.01,
+- lr_scheduler_type = "cosine",
+- seed = 3407,
+- output_dir = "outputs",
+- save_strategy = "steps",
+- save_steps = 50,
+- report_to = "none",
 
 This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)