submission_id: bbchicago-test-120k-pref-dpo_v2
developer_uid: Bbbrun0
best_of: 16
celo_rating: 1213.3
display_name: bbchicago-test_120k_pref_dpo
family_friendly_score: 0.0
formatter: {'memory_template': "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{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}
generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|end_header_id|>', '<|eot_id|>', '\n\n{user_name}'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
is_internal_developer: False
language_model: BBChicago/test_120k_pref_dpo
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: BBChicago/test_120k_pref
model_name: bbchicago-test_120k_pref_dpo
model_num_parameters: 8030261248.0
model_repo: BBChicago/test_120k_pref_dpo
model_size: 8B
num_battles: 125532
num_wins: 63133
ranking_group: single
reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}
reward_repo: Jellywibble/gpt2_xl_pairwise_89m_step_347634
status: torndown
submission_type: basic
timestamp: 2024-07-16T10:07:07+00:00
us_pacific_date: 2024-07-16
win_ratio: 0.5029235573399611
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-test-120k-pref-dpo-v2-mkmlizer
Waiting for job on bbchicago-test-120k-pref-dpo-v2-mkmlizer to finish
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ _____ __ __ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ /___/ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ Version: 0.9.5.post2 ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ https://mk1.ai ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ The license key for the current software has been verified as ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ belonging to: ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ Chai Research Corp. ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ║ ║
bbchicago-test-120k-pref-dpo-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Downloaded to shared memory in 29.074s
bbchicago-test-120k-pref-dpo-v2-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.embed_tokens.weight torch.Size([139542528])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.0.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.0.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.0.mlp.up_gate_proj.weight torch.Size([23855104])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.0.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.0.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.0.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.1.input_layernorm.weight torch.Size([4096])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.1.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.1.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.1.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.2.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.2.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.2.mlp.up_gate_proj.weight torch.Size([23855104])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.6.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.6.mlp.down_proj.weight torch.Size([11927552])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.6.self_attn.qkv_proj.weight torch.Size([5111808])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.11.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.11.mlp.down_proj.weight torch.Size([11927552])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.12.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.12.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.12.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.13.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.13.mlp.down_proj.weight torch.Size([11927552])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.13.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.13.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.13.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.14.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.14.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.14.mlp.up_gate_proj.weight torch.Size([23855104])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.14.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.14.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.14.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.15.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.15.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.15.mlp.up_gate_proj.weight torch.Size([23855104])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.15.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.15.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.15.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.16.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.16.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.16.mlp.up_gate_proj.weight torch.Size([23855104])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.16.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.16.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.16.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.17.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.17.mlp.down_proj.weight torch.Size([11927552])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.23.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.23.mlp.up_gate_proj.weight torch.Size([23855104])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.23.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.23.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.23.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.24.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.24.mlp.down_proj.weight torch.Size([11927552])
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bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.24.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.24.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.24.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.25.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.25.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.25.mlp.up_gate_proj.weight torch.Size([23855104])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.25.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.25.self_attn.o_proj.weight torch.Size([3407872])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.25.self_attn.qkv_proj.weight torch.Size([5111808])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.26.input_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.26.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.31.mlp.down_proj.weight torch.Size([11927552])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.layers.31.post_attention_layernorm.weight torch.Size([4096])
bbchicago-test-120k-pref-dpo-v2-mkmlizer: model.norm.weight torch.Size([4096])
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291/291 [00:08<00:00, 7.78it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-test-120k-pref-dpo-v2-mkmlizer: quantized model in 24.765s
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Processed model BBChicago/test_120k_pref_dpo in 53.839s
bbchicago-test-120k-pref-dpo-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-test-120k-pref-dpo-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-test-120k-pref-dpo-v2
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-test-120k-pref-dpo-v2/config.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-test-120k-pref-dpo-v2/special_tokens_map.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-test-120k-pref-dpo-v2/tokenizer_config.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-test-120k-pref-dpo-v2/tokenizer.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-test-120k-pref-dpo-v2/flywheel_model.0.safetensors
bbchicago-test-120k-pref-dpo-v2-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-test-120k-pref-dpo-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:950: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-test-120k-pref-dpo-v2-mkmlizer: warnings.warn(
bbchicago-test-120k-pref-dpo-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:778: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-test-120k-pref-dpo-v2-mkmlizer: warnings.warn(
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Saving duration: 1.903s
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 14.917s
bbchicago-test-120k-pref-dpo-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-test-120k-pref-dpo-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-test-120k-pref-dpo-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/special_tokens_map.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/config.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/tokenizer_config.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/merges.txt
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/vocab.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/tokenizer.json
bbchicago-test-120k-pref-dpo-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-test-120k-pref-dpo-v2_reward/reward.tensors
Job bbchicago-test-120k-pref-dpo-v2-mkmlizer completed after 92.63s with status: succeeded
Stopping job with name bbchicago-test-120k-pref-dpo-v2-mkmlizer
Pipeline stage MKMLizer completed in 93.78s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.13s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-test-120k-pref-dpo-v2
Waiting for inference service bbchicago-test-120k-pref-dpo-v2 to be ready
Inference service bbchicago-test-120k-pref-dpo-v2 ready after 50.32167720794678s
Pipeline stage ISVCDeployer completed in 57.33s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1815998554229736s
Received healthy response to inference request in 1.4655742645263672s
Received healthy response to inference request in 1.4597957134246826s
Received healthy response to inference request in 1.4367198944091797s
Received healthy response to inference request in 1.5322363376617432s
5 requests
0 failed requests
5th percentile: 1.4413350582122804
10th percentile: 1.4459502220153808
20th percentile: 1.455180549621582
30th percentile: 1.4609514236450196
40th percentile: 1.4632628440856934
50th percentile: 1.4655742645263672
60th percentile: 1.4922390937805177
70th percentile: 1.518903923034668
80th percentile: 1.6621090412139894
90th percentile: 1.9218544483184816
95th percentile: 2.0517271518707276
99th percentile: 2.1556253147125246
mean time: 1.6151852130889892
Pipeline stage StressChecker completed in 9.49s
bbchicago-test-120k-pref-dpo_v2 status is now deployed due to DeploymentManager action
bbchicago-test-120k-pref-dpo_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-test-120k-pref-dpo_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-test-120k-pref-dpo-v2 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 5.30s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-test-120k-pref-dpo-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-test-120k-pref-dpo-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-test-120k-pref-dpo-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-test-120k-pref-dpo-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-test-120k-pref-dpo-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-test-120k-pref-dpo-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 6.92s
bbchicago-test-120k-pref-dpo_v2 status is now torndown due to DeploymentManager action