capmix single-domain code_random_b2000_s0 (marin-8b-base)

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+checkpoint-32/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,61 @@
+---
+library_name: transformers
+license: other
+base_model: marin-community/marin-8b-base
+tags:
+- llama-factory
+- full
+- generated_from_trainer
+model-index:
+- name: marin-8b-base_code_random_b2000_s0
+  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. -->
+
+# marin-8b-base_code_random_b2000_s0
+
+This model is a fine-tuned version of [marin-community/marin-8b-base](https://huggingface.co/marin-community/marin-8b-base) on the capsd_marin-8b-base-n80000-code__mix_code_random_b2000_s0 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: 1e-05
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 0
+- distributed_type: multi-GPU
+- num_devices: 4
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 64
+- total_eval_batch_size: 32
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 0.03
+- num_epochs: 1
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 5.7.0
+- Pytorch 2.13.0+cu130
+- Datasets 4.0.0
+- Tokenizers 0.22.2

all_results.json

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+{
+    "epoch": 1.0,
+    "total_flos": 1206412247040.0,
+    "train_loss": 0.3207094073295593,
+    "train_runtime": 1010.8052,
+    "train_samples_per_second": 1.979,
+    "train_steps_per_second": 0.032
+}

chat_template.jinja

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+{{ '<|begin_of_text|>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|start_header_id|>system<|end_header_id|>
+
+' + system_message + '<|eot_id|>' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>
+
+' + content + '<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+' }}{% elif message['role'] == 'assistant' %}{{ content + '<|eot_id|>' }}{% endif %}{% endfor %}

checkpoint-32/chat_template.jinja

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+{{ '<|begin_of_text|>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|start_header_id|>system<|end_header_id|>
+
+' + system_message + '<|eot_id|>' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>
+
+' + content + '<|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+' }}{% elif message['role'] == 'assistant' %}{{ content + '<|eot_id|>' }}{% endif %}{% endfor %}

checkpoint-32/config.json

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+{
+  "_attn_implementation_autoset": false,
+  "add_cross_attention": false,
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
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+  "attention_dropout": 0.0,
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+  "cross_attention_hidden_size": null,
+  "decoder_start_token_id": 128000,
+  "dtype": "bfloat16",
+  "eos_token_id": 128009,
+  "finetuning_task": null,
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+  "hidden_act": "silu",
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+  "initializer_range": 0.02,
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+  "mlp_bias": false,
+  "model_type": "llama",
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+  "num_key_value_heads": 8,
+  "pad_token_id": 128009,
+  "prefix": null,
+  "pretraining_tp": 1,
+  "pruned_heads": {},
+  "rms_norm_eps": 1e-05,
+  "rope_parameters": {
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+    "high_freq_factor": 4.0,
+    "low_freq_factor": 1.0,
+    "original_max_position_embeddings": 8192,
+    "rope_theta": 500000,
+    "rope_type": "llama3"
+  },
+  "sep_token_id": null,
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+  "tf_legacy_loss": false,
+  "tie_encoder_decoder": false,
+  "tie_word_embeddings": false,
+  "tokenizer_class": null,
+  "torchscript": false,
+  "transformers_version": "5.7.0",
+  "use_bfloat16": false,
+  "use_cache": false,
+  "vocab_size": 128256
+}

checkpoint-32/generation_config.json

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checkpoint-32/tokenizer_config.json

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+}

checkpoint-32/trainer_state.json

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+  "train_batch_size": 2,
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+}

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config.json

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generation_config.json

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tokenizer_config.json

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train_results.json

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+}

trainer_log.jsonl

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trainer_state.json

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