GaetanMichelet
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Commit
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Parent(s):
02a742a
End of training
Browse files- README.md +6 -2
- all_results.json +5 -0
- config.json +54 -0
- eval_results.json +8 -0
- runs/Aug20_17-03-01_9mqd6r3-l/events.out.tfevents.1724172915.9mqd6r3-l.1617877.1 +3 -0
README.md
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---
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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
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library_name: peft
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license: llama3.1
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tags:
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- trl
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- sft
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- generated_from_trainer
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# Llama-31-8B_task-1_120-samples_config-4_full
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on the
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It achieves the following results on the evaluation set:
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- Loss: 0.
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## Model description
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---
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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
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datasets:
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- GaetanMichelet/chat-60_ft_task-1
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- GaetanMichelet/chat-120_ft_task-1
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library_name: peft
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license: llama3.1
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tags:
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- alignment-handbook
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- trl
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- sft
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- generated_from_trainer
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# Llama-31-8B_task-1_120-samples_config-4_full
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on the GaetanMichelet/chat-60_ft_task-1 and the GaetanMichelet/chat-120_ft_task-1 datasets.
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It achieves the following results on the evaluation set:
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- Loss: 0.9042
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## Model description
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all_results.json
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{
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"epoch": 64.9090909090909,
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"total_flos": 8.780093794235187e+16,
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"train_loss": 1.1563805774146436,
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"train_runtime": 6696.4639,
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{
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"epoch": 64.9090909090909,
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"eval_loss": 0.9042022824287415,
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"eval_runtime": 9.6274,
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"eval_samples": 24,
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"eval_samples_per_second": 2.493,
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"eval_steps_per_second": 2.493,
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"total_flos": 8.780093794235187e+16,
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"train_loss": 1.1563805774146436,
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"train_runtime": 6696.4639,
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config.json
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{
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"_name_or_path": "meta-llama/Meta-Llama-3.1-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": [
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128001,
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128008,
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128009
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],
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"quantization_config": {
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"_load_in_4bit": true,
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"_load_in_8bit": false,
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"bnb_4bit_compute_dtype": "bfloat16",
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"bnb_4bit_quant_storage": "uint8",
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"bnb_4bit_quant_type": "nf4",
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"bnb_4bit_use_double_quant": false,
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"llm_int8_enable_fp32_cpu_offload": false,
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"llm_int8_has_fp16_weight": false,
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"llm_int8_skip_modules": null,
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"llm_int8_threshold": 6.0,
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"load_in_4bit": true,
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"load_in_8bit": false,
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"quant_method": "bitsandbytes"
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},
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.44.0",
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"use_cache": true,
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"vocab_size": 128256
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}
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eval_results.json
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{
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"epoch": 64.9090909090909,
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"eval_loss": 0.9042022824287415,
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"eval_runtime": 9.6274,
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"eval_samples": 24,
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"eval_samples_per_second": 2.493,
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"eval_steps_per_second": 2.493
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}
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runs/Aug20_17-03-01_9mqd6r3-l/events.out.tfevents.1724172915.9mqd6r3-l.1617877.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:c04c6d50fe2c8f5272e0703718f13f7e783daebf5522ccf58e4b048521654a7c
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size 359
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