chaiml-anthropic-grpo-4_77013

developer_uid: NischayDnk

submission_id: chaiml-anthropic-grpo-4_77013_v3

model_name: chaiml-anthropic-grpo-4_77013_v3

model_group: ChaiML/anthropic_grpo_40

status: torndown

timestamp: 2025-05-11T12:24:36+00:00

num_battles: 13019

num_wins: 6705

celo_rating: 1296.33

family_friendly_score: 0.5267999999999999

family_friendly_standard_error: 0.007060903058391327

submission_type: basic

model_repo: ChaiML/anthropic_grpo_40k_cp888_0ff

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6428555766151111, 'latency_mean': 1.5554835975170136, 'latency_p50': 1.5751934051513672, 'latency_p90': 1.7142164707183838}, {'batch_size': 3, 'throughput': 1.2394410999189887, 'latency_mean': 2.4139787268638613, 'latency_p50': 2.422540307044983, 'latency_p90': 2.6441287755966187}, {'batch_size': 5, 'throughput': 1.5147649827017458, 'latency_mean': 3.2841022920608522, 'latency_p50': 3.290177583694458, 'latency_p90': 3.722704219818115}, {'batch_size': 6, 'throughput': 1.6020434909799524, 'latency_mean': 3.7217443323135377, 'latency_p50': 3.7118030786514282, 'latency_p90': 4.22129545211792}, {'batch_size': 8, 'throughput': 1.7155543144252008, 'latency_mean': 4.639739339351654, 'latency_p50': 4.6327855587005615, 'latency_p90': 5.261682796478271}, {'batch_size': 10, 'throughput': 1.738420307805211, 'latency_mean': 5.716673001050949, 'latency_p50': 5.702778458595276, 'latency_p90': 6.408144521713257}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-anthropic-grpo-4_77013_v3

is_internal_developer: False

language_model: ChaiML/anthropic_grpo_40k_cp888_0ff

model_size: 13B

ranking_group: single

throughput_3p7s: 1.61

us_pacific_date: 2025-05-11

win_ratio: 0.515016514325217

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', 'You:', '###'], 'max_input_tokens': 768, 'best_of': 8, '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-anthropic-grpo-4-77013-v3-mkmlizer
Waiting for job on chaiml-anthropic-grpo-4-77013-v3-mkmlizer to finish
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║       /___/                                                         ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: Downloaded to shared memory in 78.136s
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1_zufpw5, device:0
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: quantized model in 40.125s
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: Processed model ChaiML/anthropic_grpo_40k_cp888_0ff in 118.261s
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v3
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v3/config.json
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v3/special_tokens_map.json
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v3/tokenizer_config.json
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v3/tokenizer.json
chaiml-anthropic-grpo-4-77013-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v3/flywheel_model.0.safetensors
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Job chaiml-anthropic-grpo-4-77013-v3-mkmlizer completed after 145.69s with status: succeeded
Stopping job with name chaiml-anthropic-grpo-4-77013-v3-mkmlizer
Pipeline stage MKMLizer completed in 146.23s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-anthropic-grpo-4-77013-v3
Waiting for inference service chaiml-anthropic-grpo-4-77013-v3 to be ready
Inference service chaiml-anthropic-grpo-4-77013-v3 ready after 120.90241122245789s
Pipeline stage MKMLDeployer completed in 121.45s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4267141819000244s
Received healthy response to inference request in 1.6896710395812988s
Received healthy response to inference request in 1.5798921585083008s
Received healthy response to inference request in 1.7321641445159912s
Received healthy response to inference request in 1.7159981727600098s
5 requests
0 failed requests
5th percentile: 1.6018479347229004
10th percentile: 1.6238037109375
20th percentile: 1.6677152633666992
30th percentile: 1.694936466217041
40th percentile: 1.7054673194885255
50th percentile: 1.7159981727600098
60th percentile: 1.7224645614624023
70th percentile: 1.728930950164795
80th percentile: 1.871074151992798
90th percentile: 2.148894166946411
95th percentile: 2.2878041744232176
99th percentile: 2.398932180404663
mean time: 1.828887939453125
Pipeline stage StressChecker completed in 10.53s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.81s
Shutdown handler de-registered
chaiml-anthropic-grpo-4_77013_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2580.17s
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chaiml-anthropic-grpo-4_77013_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-anthropic-grpo-4_77013_v3 status is now torndown due to DeploymentManager action