cloudyu-chaiml-nemo-dpo-v9

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v9_v7

model_name: cloudyu-chaiml-nemo-dpo-v9_v5

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-03T05:07:31+00:00

num_battles: 15253

num_wins: 7749

celo_rating: 1268.88

family_friendly_score: 0.558

family_friendly_standard_error: 0.007023332542319209

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V9

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6252942622554983, 'latency_mean': 1.5991847467422486, 'latency_p50': 1.59068763256073, 'latency_p90': 1.7643287181854248}, {'batch_size': 3, 'throughput': 1.1541727636890744, 'latency_mean': 2.593828779459, 'latency_p50': 2.588649272918701, 'latency_p90': 2.8520570516586305}, {'batch_size': 5, 'throughput': 1.3966213964874383, 'latency_mean': 3.570935069322586, 'latency_p50': 3.5586769580841064, 'latency_p90': 3.985286808013916}, {'batch_size': 6, 'throughput': 1.4697796811014607, 'latency_mean': 4.060832691192627, 'latency_p50': 4.078328609466553, 'latency_p90': 4.587246561050415}, {'batch_size': 8, 'throughput': 1.5412321435369736, 'latency_mean': 5.146468873023987, 'latency_p50': 5.129256367683411, 'latency_p90': 5.787570452690124}, {'batch_size': 10, 'throughput': 1.5978484537559487, 'latency_mean': 6.209084048271179, 'latency_p50': 6.1980472803115845, 'latency_p90': 7.030823826789856}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v9_v5

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V9

model_size: 13B

ranking_group: single

throughput_3p7s: 1.42

us_pacific_date: 2024-12-02

win_ratio: 0.5080312069756769

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.01, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: Downloaded to shared memory in 35.357s
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsnx3yokm, device:0
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission rirv938-llama-8b-multihe_5456_v8: 7 validation errors for ParsingModel[Union[RewardSubmission, GuardSubmission, FunctionSubmission, BlendedSubmission, ProductionBlendSubmission, RoutedBlendSubmission, LLMSubmission]]
__root__ -> platform
  unexpected value; permitted: 'reward' (type=value_error.const; given=multihead_reward; permitted=('reward',))
__root__ -> platform
  unexpected value; permitted: 'guard' (type=value_error.const; given=multihead_reward; permitted=('guard',))
__root__ -> platform
  unexpected value; permitted: 'function' (type=value_error.const; given=multihead_reward; permitted=('function',))
__root__ -> platform
  unexpected value; permitted: 'blended' (type=value_error.const; given=multihead_reward; permitted=('blended',))
__root__ -> platform
  unexpected value; permitted: 'production_blend' (type=value_error.const; given=multihead_reward; permitted=('production_blend',))
__root__ -> platform
  unexpected value; permitted: 'routed_blend' (type=value_error.const; given=multihead_reward; permitted=('routed_blend',))
__root__ -> platform
  unexpected value; permitted: 'coreweave/mkml', 'coreweave' (type=value_error.const; given=multihead_reward; permitted=('coreweave/mkml', 'coreweave'))
Failed to get response for submission rirv938-llama-8b-multihe_5456_v8: 7 validation errors for ParsingModel[Union[RewardSubmission, GuardSubmission, FunctionSubmission, BlendedSubmission, ProductionBlendSubmission, RoutedBlendSubmission, LLMSubmission]]
__root__ -> platform
  unexpected value; permitted: 'reward' (type=value_error.const; given=multihead_reward; permitted=('reward',))
__root__ -> platform
  unexpected value; permitted: 'guard' (type=value_error.const; given=multihead_reward; permitted=('guard',))
__root__ -> platform
  unexpected value; permitted: 'function' (type=value_error.const; given=multihead_reward; permitted=('function',))
__root__ -> platform
  unexpected value; permitted: 'blended' (type=value_error.const; given=multihead_reward; permitted=('blended',))
__root__ -> platform
  unexpected value; permitted: 'production_blend' (type=value_error.const; given=multihead_reward; permitted=('production_blend',))
__root__ -> platform
  unexpected value; permitted: 'routed_blend' (type=value_error.const; given=multihead_reward; permitted=('routed_blend',))
__root__ -> platform
  unexpected value; permitted: 'coreweave/mkml', 'coreweave' (type=value_error.const; given=multihead_reward; permitted=('coreweave/mkml', 'coreweave'))
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: quantized model in 36.135s
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V9 in 71.493s
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v7
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v7/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v7/tokenizer.json
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v7/flywheel_model.0.safetensors
cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer: 
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Job cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer completed after 94.23s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v9-v7-mkmlizer
Pipeline stage MKMLizer completed in 94.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cloudyu-chaiml-nemo-dpo-v9-v7
Waiting for inference service cloudyu-chaiml-nemo-dpo-v9-v7 to be ready
Failed to get response for submission rirv938-llama-8b-multihe_5456_v8: 7 validation errors for ParsingModel[Union[RewardSubmission, GuardSubmission, FunctionSubmission, BlendedSubmission, ProductionBlendSubmission, RoutedBlendSubmission, LLMSubmission]]
__root__ -> platform
  unexpected value; permitted: 'reward' (type=value_error.const; given=multihead_reward; permitted=('reward',))
__root__ -> platform
  unexpected value; permitted: 'guard' (type=value_error.const; given=multihead_reward; permitted=('guard',))
__root__ -> platform
  unexpected value; permitted: 'function' (type=value_error.const; given=multihead_reward; permitted=('function',))
__root__ -> platform
  unexpected value; permitted: 'blended' (type=value_error.const; given=multihead_reward; permitted=('blended',))
__root__ -> platform
  unexpected value; permitted: 'production_blend' (type=value_error.const; given=multihead_reward; permitted=('production_blend',))
__root__ -> platform
  unexpected value; permitted: 'routed_blend' (type=value_error.const; given=multihead_reward; permitted=('routed_blend',))
__root__ -> platform
  unexpected value; permitted: 'coreweave/mkml', 'coreweave' (type=value_error.const; given=multihead_reward; permitted=('coreweave/mkml', 'coreweave'))
Failed to get response for submission rirv938-llama-8b-multihe_5456_v8: 7 validation errors for ParsingModel[Union[RewardSubmission, GuardSubmission, FunctionSubmission, BlendedSubmission, ProductionBlendSubmission, RoutedBlendSubmission, LLMSubmission]]
__root__ -> platform
  unexpected value; permitted: 'reward' (type=value_error.const; given=multihead_reward; permitted=('reward',))
__root__ -> platform
  unexpected value; permitted: 'guard' (type=value_error.const; given=multihead_reward; permitted=('guard',))
__root__ -> platform
  unexpected value; permitted: 'function' (type=value_error.const; given=multihead_reward; permitted=('function',))
__root__ -> platform
  unexpected value; permitted: 'blended' (type=value_error.const; given=multihead_reward; permitted=('blended',))
__root__ -> platform
  unexpected value; permitted: 'production_blend' (type=value_error.const; given=multihead_reward; permitted=('production_blend',))
__root__ -> platform
  unexpected value; permitted: 'routed_blend' (type=value_error.const; given=multihead_reward; permitted=('routed_blend',))
__root__ -> platform
  unexpected value; permitted: 'coreweave/mkml', 'coreweave' (type=value_error.const; given=multihead_reward; permitted=('coreweave/mkml', 'coreweave'))
Failed to get response for submission rirv938-llama-8b-multihe_5456_v8: 7 validation errors for ParsingModel[Union[RewardSubmission, GuardSubmission, FunctionSubmission, BlendedSubmission, ProductionBlendSubmission, RoutedBlendSubmission, LLMSubmission]]
__root__ -> platform
  unexpected value; permitted: 'reward' (type=value_error.const; given=multihead_reward; permitted=('reward',))
__root__ -> platform
  unexpected value; permitted: 'guard' (type=value_error.const; given=multihead_reward; permitted=('guard',))
__root__ -> platform
  unexpected value; permitted: 'function' (type=value_error.const; given=multihead_reward; permitted=('function',))
__root__ -> platform
  unexpected value; permitted: 'blended' (type=value_error.const; given=multihead_reward; permitted=('blended',))
__root__ -> platform
  unexpected value; permitted: 'production_blend' (type=value_error.const; given=multihead_reward; permitted=('production_blend',))
__root__ -> platform
  unexpected value; permitted: 'routed_blend' (type=value_error.const; given=multihead_reward; permitted=('routed_blend',))
__root__ -> platform
  unexpected value; permitted: 'coreweave/mkml', 'coreweave' (type=value_error.const; given=multihead_reward; permitted=('coreweave/mkml', 'coreweave'))
Failed to get response for submission rirv938-llama-8b-multihe_5456_v8: 7 validation errors for ParsingModel[Union[RewardSubmission, GuardSubmission, FunctionSubmission, BlendedSubmission, ProductionBlendSubmission, RoutedBlendSubmission, LLMSubmission]]
__root__ -> platform
  unexpected value; permitted: 'reward' (type=value_error.const; given=multihead_reward; permitted=('reward',))
__root__ -> platform
  unexpected value; permitted: 'guard' (type=value_error.const; given=multihead_reward; permitted=('guard',))
__root__ -> platform
  unexpected value; permitted: 'function' (type=value_error.const; given=multihead_reward; permitted=('function',))
__root__ -> platform
  unexpected value; permitted: 'blended' (type=value_error.const; given=multihead_reward; permitted=('blended',))
__root__ -> platform
  unexpected value; permitted: 'production_blend' (type=value_error.const; given=multihead_reward; permitted=('production_blend',))
__root__ -> platform
  unexpected value; permitted: 'routed_blend' (type=value_error.const; given=multihead_reward; permitted=('routed_blend',))
__root__ -> platform
  unexpected value; permitted: 'coreweave/mkml', 'coreweave' (type=value_error.const; given=multihead_reward; permitted=('coreweave/mkml', 'coreweave'))
Inference service cloudyu-chaiml-nemo-dpo-v9-v7 ready after 130.47428941726685s
Pipeline stage MKMLDeployer completed in 131.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2101471424102783s
Received healthy response to inference request in 2.1472160816192627s
Received healthy response to inference request in 1.7307765483856201s
Received healthy response to inference request in 2.2213351726531982s
Received healthy response to inference request in 2.0119612216949463s
5 requests
0 failed requests
5th percentile: 1.7870134830474853
10th percentile: 1.8432504177093505
20th percentile: 1.955724287033081
30th percentile: 2.0390121936798096
40th percentile: 2.093114137649536
50th percentile: 2.1472160816192627
60th percentile: 2.172388505935669
70th percentile: 2.197560930252075
80th percentile: 2.212384748458862
90th percentile: 2.21685996055603
95th percentile: 2.2190975666046144
99th percentile: 2.2208876514434817
mean time: 2.064287233352661
Pipeline stage StressChecker completed in 11.74s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.49s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 2.11s
Shutdown handler de-registered
cloudyu-chaiml-nemo-dpo-v9_v7 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3335.06s
Shutdown handler de-registered
cloudyu-chaiml-nemo-dpo-v9_v7 status is now inactive due to auto deactivation removed underperforming models