developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_8283_v1
model_name: chaiml-mistral-nemo-dpo-_8283_v1
model_group: ChaiML/mistral_nemo_dpo_
status: inactive
timestamp: 2024-12-20T23:15:41+00:00
num_battles: 16160
num_wins: 7703
celo_rating: 1230.99
family_friendly_score: 0.5988
family_friendly_standard_error: 0.006931645692041681
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1104
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6307718073041624, 'latency_mean': 1.5852855193614959, 'latency_p50': 1.5842499732971191, 'latency_p90': 1.744092583656311}, {'batch_size': 3, 'throughput': 1.2642735890139731, 'latency_mean': 2.362043595314026, 'latency_p50': 2.3489725589752197, 'latency_p90': 2.5995518445968626}, {'batch_size': 5, 'throughput': 1.5762514174946813, 'latency_mean': 3.1527301454544068, 'latency_p50': 3.1432830095291138, 'latency_p90': 3.537316632270813}, {'batch_size': 6, 'throughput': 1.6899160375064788, 'latency_mean': 3.535289396047592, 'latency_p50': 3.5278127193450928, 'latency_p90': 3.980968904495239}, {'batch_size': 8, 'throughput': 1.8437660929079367, 'latency_mean': 4.294772981405258, 'latency_p50': 4.309459328651428, 'latency_p90': 4.896125602722168}, {'batch_size': 10, 'throughput': 1.9281596745278031, 'latency_mean': 5.147313977479935, 'latency_p50': 5.147464275360107, 'latency_p90': 5.952911114692688}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_8283_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1104
model_size: 13B
ranking_group: single
throughput_3p7s: 1.74
us_pacific_date: 2024-12-20
win_ratio: 0.47667079207920793
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-mistral-nemo-dpo-8283-v1-mkmlizer
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chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: Downloaded to shared memory in 54.966s
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpy3f3uf8c, device:0
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: quantized model in 37.538s
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1104 in 92.505s
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v1
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v1/config.json
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v1/tokenizer.json
chaiml-mistral-nemo-dpo-8283-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8283-v1/flywheel_model.0.safetensors
Job chaiml-mistral-nemo-dpo-8283-v1-mkmlizer completed after 124.48s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8283-v1-mkmlizer
Pipeline stage MKMLizer completed in 124.96s
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Inference service chaiml-mistral-nemo-dpo-8283-v1 ready after 261.31458163261414s
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90th percentile: 1.699873971939087
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99th percentile: 1.7949239063262938
mean time: 1.4510695934295654
Pipeline stage StressChecker completed in 8.65s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2214.63s
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chaiml-mistral-nemo-dpo-_8283_v1 status is now inactive due to auto deactivation removed underperforming models