chaiml-mistral-nemo-dpo-_6488

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_6488_v1

model_name: chaiml-mistral-nemo-dpo-_6488_v1

model_group: ChaiML/mistral_nemo_dpo_

status: torndown

timestamp: 2024-12-21T21:27:49+00:00

num_battles: 21071

num_wins: 9523

celo_rating: 1224.35

family_friendly_score: 0.603

family_friendly_standard_error: 0.006919407489084596

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-966

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6381925962264617, 'latency_mean': 1.5668303275108337, 'latency_p50': 1.5633713006973267, 'latency_p90': 1.7336525678634644}, {'batch_size': 3, 'throughput': 1.2655405580122447, 'latency_mean': 2.362670372724533, 'latency_p50': 2.3398603200912476, 'latency_p90': 2.6244516372680664}, {'batch_size': 5, 'throughput': 1.6028962089962489, 'latency_mean': 3.108366652727127, 'latency_p50': 3.094063878059387, 'latency_p90': 3.4823572874069213}, {'batch_size': 6, 'throughput': 1.6987972386881802, 'latency_mean': 3.509101380109787, 'latency_p50': 3.51375675201416, 'latency_p90': 3.9030057907104494}, {'batch_size': 8, 'throughput': 1.8705276059506233, 'latency_mean': 4.250774313211441, 'latency_p50': 4.256930232048035, 'latency_p90': 4.7251670360565186}, {'batch_size': 10, 'throughput': 1.9498953476270324, 'latency_mean': 5.097209762334824, 'latency_p50': 5.1323583126068115, 'latency_p90': 5.729424381256103}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_6488_v1

is_internal_developer: False

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-966

model_size: 13B

ranking_group: single

throughput_3p7s: 1.76

us_pacific_date: 2024-12-21

win_ratio: 0.45194817521712305

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': ['<|im_end|>', 'Bot:', '####', 'You:', '\n', '</s>', '<|eot_id|>', 'User:'], '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mistral-nemo-dpo-6488-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6488-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-mistral-nemo-dpo-_1903_v1: ('http://chaiml-mistral-nemo-dpo-1903-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: Downloaded to shared memory in 51.598s
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzblsi_m_, device:0
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: quantized model in 35.549s
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-966 in 87.147s
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6488-v1
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6488-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6488-v1/config.json
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6488-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6488-v1/tokenizer.json
chaiml-mistral-nemo-dpo-6488-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6488-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-6488-v1-mkmlizer completed after 114.62s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6488-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.10s
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Creating inference service chaiml-mistral-nemo-dpo-6488-v1
Waiting for inference service chaiml-mistral-nemo-dpo-6488-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-6488-v1 ready after 271.7222933769226s
Pipeline stage MKMLDeployer completed in 272.31s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.474172830581665s
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Received healthy response to inference request in 1.4350600242614746s
Received healthy response to inference request in 1.0958638191223145s
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chaiml-mistral-nemo-dpo-_6488_v1 status is now inactive due to auto deactivation removed underperforming models
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chaiml-mistral-nemo-dpo-_6488_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_6488_v1 status is now torndown due to DeploymentManager action