submission_id: visionforge-alien-8b-v0-2-dpo_v1
developer_uid: fredi
status: torndown
model_repo: VisionForge/Alien-8B-v0.2-DPO
reward_repo: rirv938/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.7, 'top_p': 0.92, 'min_p': 0.0, 'top_k': 70, 'presence_penalty': 0.0, 'frequency_penalty': 1.3, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 112}
formatter: {'memory_template': "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s persona: {memory}", 'prompt_template': '\n\n### Example dialog:\n{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}:', 'truncate_by_message': False}
reward_formatter: {'memory_template': 'Memory: {memory}\n', 'prompt_template': '{prompt}\n', 'bot_template': 'Bot: {message}\n', 'user_template': 'User: {message}\n', 'response_template': 'Bot:', 'truncate_by_message': False}
timestamp: 2024-04-21T22:39:11+00:00
model_name: Alien8B-V1-DPO
model_eval_status: success
model_group: VisionForge/Alien-8B-v0.
num_battles: 5624
num_wins: 2939
celo_rating: 1159.71
propriety_score: 0.0
propriety_total_count: 0.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 112
display_name: Alien8B-V1-DPO
ineligible_reason: max_output_tokens!=64
language_model: VisionForge/Alien-8B-v0.2-DPO
model_size: 8B
reward_model: rirv938/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-04-21
win_ratio: 0.5225817923186344
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name visionforge-alien-8b-v0-2-dpo-v1-mkmlizer
Waiting for job on visionforge-alien-8b-v0-2-dpo-v1-mkmlizer to finish
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: ║ Version: 0.8.10 ║
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visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Downloaded to shared memory in 33.494s
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 45%|████▌ | 131/291 [00:01<00:01, 130.95it/s] Loading 0: 97%|█████████▋| 282/291 [00:02<00:00, 142.05it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: quantized model in 17.868s
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Processed model VisionForge/Alien-8B-v0.2-DPO in 52.428s
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: creating bucket guanaco-mkml-models
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/visionforge-alien-8b-v0-2-dpo-v1
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/visionforge-alien-8b-v0-2-dpo-v1/special_tokens_map.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/visionforge-alien-8b-v0-2-dpo-v1/config.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/visionforge-alien-8b-v0-2-dpo-v1/tokenizer_config.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/visionforge-alien-8b-v0-2-dpo-v1/tokenizer.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/visionforge-alien-8b-v0-2-dpo-v1/flywheel_model.0.safetensors
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: loading reward model from rirv938/reward_gpt2_medium_preference_24m_e2
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: warnings.warn(
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: warnings.warn(
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: warnings.warn(
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: return self.fget.__get__(instance, owner)()
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Saving duration: 0.253s
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Processed model rirv938/reward_gpt2_medium_preference_24m_e2 in 3.884s
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: creating bucket guanaco-reward-models
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/special_tokens_map.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/tokenizer_config.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/config.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/vocab.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/merges.txt
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/tokenizer.json
visionforge-alien-8b-v0-2-dpo-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/visionforge-alien-8b-v0-2-dpo-v1_reward/reward.tensors
Job visionforge-alien-8b-v0-2-dpo-v1-mkmlizer completed after 85.13s with status: succeeded
Stopping job with name visionforge-alien-8b-v0-2-dpo-v1-mkmlizer
Pipeline stage MKMLizer completed in 85.80s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service visionforge-alien-8b-v0-2-dpo-v1
Waiting for inference service visionforge-alien-8b-v0-2-dpo-v1 to be ready
Inference service visionforge-alien-8b-v0-2-dpo-v1 ready after 42.868940353393555s
Pipeline stage ISVCDeployer completed in 48.92s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9902803897857666s
Received healthy response to inference request in 1.2386400699615479s
Received healthy response to inference request in 1.176119089126587s
Received healthy response to inference request in 0.9034068584442139s
Received healthy response to inference request in 0.9662225246429443s
5 requests
0 failed requests
5th percentile: 0.91596999168396
10th percentile: 0.9285331249237061
20th percentile: 0.9536593914031982
30th percentile: 1.0082018375396729
40th percentile: 1.0921604633331299
50th percentile: 1.176119089126587
60th percentile: 1.2011274814605712
70th percentile: 1.2261358737945556
80th percentile: 1.3889681339263917
90th percentile: 1.6896242618560793
95th percentile: 1.8399523258209227
99th percentile: 1.9602147769927978
mean time: 1.2549337863922119
Pipeline stage StressChecker completed in 6.91s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running M-Eval for topic stay_in_character
Running pipeline stage DaemonicSafetyScorer
M-Eval Dataset for topic stay_in_character is loaded
Pipeline stage DaemonicSafetyScorer completed in 0.06s
visionforge-alien-8b-v0-2-dpo_v1 status is now deployed due to DeploymentManager action
visionforge-alien-8b-v0-2-dpo_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of visionforge-alien-8b-v0-2-dpo_v1
Running pipeline stage ISVCDeleter
Checking if service visionforge-alien-8b-v0-2-dpo-v1 is running
Tearing down inference service visionforge-alien-8b-v0-2-dpo-v1
Toredown service visionforge-alien-8b-v0-2-dpo-v1
Pipeline stage ISVCDeleter completed in 3.67s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key visionforge-alien-8b-v0-2-dpo-v1/config.json from bucket guanaco-mkml-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/config.json from bucket guanaco-reward-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key visionforge-alien-8b-v0-2-dpo-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 1.80s
visionforge-alien-8b-v0-2-dpo_v1 status is now torndown due to DeploymentManager action

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