chaiml-mistral-nemo-dpo-_5624

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_5624_v1

model_name: chaiml-mistral-nemo-dpo-_5624_v1

model_group: ChaiML/mistral_nemo_dpo_

status: torndown

timestamp: 2024-12-21T21:06:28+00:00

num_battles: 20428

num_wins: 9494

celo_rating: 1232.09

family_friendly_score: 0.6008

family_friendly_standard_error: 0.006925884203479005

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-828

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': 0.6264560285021314, 'latency_mean': 1.5962221765518187, 'latency_p50': 1.5931479930877686, 'latency_p90': 1.7539596557617188}, {'batch_size': 3, 'throughput': 1.264217213764762, 'latency_mean': 2.3612108409404753, 'latency_p50': 2.344585657119751, 'latency_p90': 2.5643206357955934}, {'batch_size': 5, 'throughput': 1.5777546489173682, 'latency_mean': 3.1621694242954255, 'latency_p50': 3.1674596071243286, 'latency_p90': 3.519849705696106}, {'batch_size': 6, 'throughput': 1.6910931172464891, 'latency_mean': 3.527269868850708, 'latency_p50': 3.510582208633423, 'latency_p90': 3.964396047592163}, {'batch_size': 8, 'throughput': 1.8305006341576893, 'latency_mean': 4.332321494817734, 'latency_p50': 4.372605204582214, 'latency_p90': 4.903476905822754}, {'batch_size': 10, 'throughput': 1.9360013438586599, 'latency_mean': 5.122165005207062, 'latency_p50': 5.088430047035217, 'latency_p90': 5.824224543571472}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_5624_v1

is_internal_developer: False

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-828

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2024-12-21

win_ratio: 0.4647542588603877

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|>', '<|eot_id|>', 'User:', '\n', 'Bot:', 'You:', '</s>'], '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-5624-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-5624-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: Downloaded to shared memory in 54.919s
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0d_t4bdk, device:0
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: quantized model in 36.870s
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-828 in 91.790s
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5624-v1
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5624-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5624-v1/tokenizer.json
chaiml-mistral-nemo-dpo-5624-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-5624-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-5624-v1-mkmlizer completed after 124.74s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-5624-v1-mkmlizer
Pipeline stage MKMLizer completed in 125.18s
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Creating inference service chaiml-mistral-nemo-dpo-5624-v1
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Inference service chaiml-mistral-nemo-dpo-5624-v1 ready after 260.9043915271759s
Pipeline stage MKMLDeployer completed in 261.37s
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Received healthy response to inference request in 1.4106254577636719s
Received healthy response to inference request in 1.3145499229431152s
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chaiml-mistral-nemo-dpo-_5624_v1 status is now torndown due to DeploymentManager action