rirv938-anthropic-grpo-4_2727

developer_uid: rirv938

submission_id: rirv938-anthropic-grpo-4_2727_v2

model_name: rirv938-anthropic-grpo-4_2727_v2

model_group: rirv938/anthropic_grpo_4

status: torndown

timestamp: 2025-05-15T15:51:00+00:00

num_battles: 7420

num_wins: 3902

celo_rating: 1304.63

family_friendly_score: 0.5436000000000001

family_friendly_standard_error: 0.007044132877792696

submission_type: basic

model_repo: rirv938/anthropic_grpo_40k_cp888_95ff_20ww2_merged

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': 0.6430765323550437, 'latency_mean': 1.5549261605739593, 'latency_p50': 1.5433588027954102, 'latency_p90': 1.7343406200408935}, {'batch_size': 3, 'throughput': 1.2207533879494148, 'latency_mean': 2.4487334096431734, 'latency_p50': 2.456711173057556, 'latency_p90': 2.718113327026367}, {'batch_size': 5, 'throughput': 1.509658491067309, 'latency_mean': 3.297615797519684, 'latency_p50': 3.3178731203079224, 'latency_p90': 3.6612592935562134}, {'batch_size': 6, 'throughput': 1.5859743778961597, 'latency_mean': 3.758881620168686, 'latency_p50': 3.7944852113723755, 'latency_p90': 4.19390287399292}, {'batch_size': 8, 'throughput': 1.687735658009834, 'latency_mean': 4.696572530269623, 'latency_p50': 4.685563445091248, 'latency_p90': 5.270665621757507}, {'batch_size': 10, 'throughput': 1.723444882265237, 'latency_mean': 5.761427544355392, 'latency_p50': 5.762396931648254, 'latency_p90': 6.451534748077393}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rirv938-anthropic-grpo-4_2727_v2

is_internal_developer: True

language_model: rirv938/anthropic_grpo_40k_cp888_95ff_20ww2_merged

model_size: 13B

ranking_group: single

throughput_3p7s: 1.59

us_pacific_date: 2025-05-15

win_ratio: 0.5258760107816711

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': ['</s>', '###', 'You:', '\n'], '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 rirv938-anthropic-grpo-4-2727-v2-mkmlizer
Waiting for job on rirv938-anthropic-grpo-4-2727-v2-mkmlizer to finish
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║     _____            __           __                                ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║       /___/                                                         ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║                                                                     ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║                                                                     ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  belonging to:                                                      ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║                                                                     ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ║                                                                     ║
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: Downloaded to shared memory in 76.818s
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppm9tr7d4, device:0
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: quantized model in 40.997s
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: Processed model rirv938/anthropic_grpo_40k_cp888_95ff_20ww2_merged in 117.816s
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: creating bucket guanaco-mkml-models
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-anthropic-grpo-4-2727-v2
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-anthropic-grpo-4-2727-v2/config.json
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-anthropic-grpo-4-2727-v2/special_tokens_map.json
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-anthropic-grpo-4-2727-v2/tokenizer_config.json
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-anthropic-grpo-4-2727-v2/tokenizer.json
rirv938-anthropic-grpo-4-2727-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-anthropic-grpo-4-2727-v2/flywheel_model.0.safetensors
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Job rirv938-anthropic-grpo-4-2727-v2-mkmlizer completed after 145.13s with status: succeeded
Stopping job with name rirv938-anthropic-grpo-4-2727-v2-mkmlizer
Pipeline stage MKMLizer completed in 145.67s
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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 rirv938-anthropic-grpo-4-2727-v2
Waiting for inference service rirv938-anthropic-grpo-4-2727-v2 to be ready
Inference service rirv938-anthropic-grpo-4-2727-v2 ready after 130.5446252822876s
Pipeline stage MKMLDeployer completed in 131.30s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3375513553619385s
Received healthy response to inference request in 1.6516242027282715s
Received healthy response to inference request in 1.7994327545166016s
Received healthy response to inference request in 1.6427581310272217s
Received healthy response to inference request in 1.7423994541168213s
5 requests
0 failed requests
5th percentile: 1.6445313453674317
10th percentile: 1.6463045597076416
20th percentile: 1.6498509883880614
30th percentile: 1.6697792530059814
40th percentile: 1.7060893535614015
50th percentile: 1.7423994541168213
60th percentile: 1.7652127742767334
70th percentile: 1.7880260944366455
80th percentile: 1.907056474685669
90th percentile: 2.122303915023804
95th percentile: 2.229927635192871
99th percentile: 2.316026611328125
mean time: 1.8347531795501708
Pipeline stage StressChecker completed in 10.44s
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