chaiml-anthropic-grpo-4_77013

developer_uid: rirv938

submission_id: chaiml-anthropic-grpo-4_77013_v2

model_name: chaiml-anthropic-grpo-4_77013_v2

model_group: ChaiML/anthropic_grpo_40

status: torndown

timestamp: 2025-05-01T18:50:04+00:00

num_battles: 6960

num_wins: 3809

celo_rating: 1340.57

family_friendly_score: 0.5218

family_friendly_standard_error: 0.007064343706247595

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': 0.6403699935603738, 'latency_mean': 1.561531640291214, 'latency_p50': 1.5609827041625977, 'latency_p90': 1.7357638835906983}, {'batch_size': 3, 'throughput': 1.2379543526734436, 'latency_mean': 2.416934993267059, 'latency_p50': 2.418164014816284, 'latency_p90': 2.671536660194397}, {'batch_size': 5, 'throughput': 1.5185785002208558, 'latency_mean': 3.2714177417755126, 'latency_p50': 3.253943085670471, 'latency_p90': 3.688539147377014}, {'batch_size': 6, 'throughput': 1.606126681810634, 'latency_mean': 3.706103830337524, 'latency_p50': 3.718263030052185, 'latency_p90': 4.148405289649963}, {'batch_size': 8, 'throughput': 1.6933851518735166, 'latency_mean': 4.685627360343933, 'latency_p50': 4.72821831703186, 'latency_p90': 5.250200986862183}, {'batch_size': 10, 'throughput': 1.7420630073763275, 'latency_mean': 5.684474747180939, 'latency_p50': 5.729405999183655, 'latency_p90': 6.413363122940063}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-anthropic-grpo-4_77013_v2

is_internal_developer: True

language_model: ChaiML/anthropic_grpo_40k_cp888_0ff

model_size: 13B

ranking_group: single

throughput_3p7s: 1.62

us_pacific_date: 2025-05-01

win_ratio: 0.5472701149425288

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': ['You:', '\n', '</s>', '###'], '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-v2-mkmlizer
Waiting for job on chaiml-anthropic-grpo-4-77013-v2-mkmlizer to finish
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║       /___/                                                         ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ║                                                                     ║
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-anthropic-grpo-4_66492_v1: HTTPConnectionPool(host='chaiml-anthropic-grpo-4-66492-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-anthropic-grpo-4_66492_v2: HTTPConnectionPool(host='chaiml-anthropic-grpo-4-66492-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: Downloaded to shared memory in 74.301s
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpoekoeu3k, device:0
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-anthropic-grpo-4_66492_v2: HTTPConnectionPool(host='chaiml-anthropic-grpo-4-66492-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-anthropic-grpo-4_66492_v1: HTTPConnectionPool(host='chaiml-anthropic-grpo-4-66492-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: quantized model in 41.810s
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: Processed model ChaiML/anthropic_grpo_40k_cp888_0ff in 116.111s
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v2
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v2/special_tokens_map.json
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v2/config.json
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v2/tokenizer_config.json
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v2/tokenizer.json
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-anthropic-grpo-4-77013-v2/flywheel_model.0.safetensors
chaiml-anthropic-grpo-4-77013-v2-mkmlizer: 
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Job chaiml-anthropic-grpo-4-77013-v2-mkmlizer completed after 145.73s with status: succeeded
Stopping job with name chaiml-anthropic-grpo-4-77013-v2-mkmlizer
Pipeline stage MKMLizer completed in 146.21s
run pipeline stage %s
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-v2
Waiting for inference service chaiml-anthropic-grpo-4-77013-v2 to be ready
Failed to get response for submission chaiml-anthropic-grpo-4_66492_v2: HTTPConnectionPool(host='chaiml-anthropic-grpo-4-66492-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-anthropic-grpo-4-77013-v2 ready after 180.85159277915955s
Pipeline stage MKMLDeployer completed in 181.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2976460456848145s
Received healthy response to inference request in 1.7559993267059326s
Received healthy response to inference request in 2.2811524868011475s
Received healthy response to inference request in 1.7048075199127197s
Received healthy response to inference request in 1.8329145908355713s
5 requests
0 failed requests
5th percentile: 1.7150458812713623
10th percentile: 1.7252842426300048
20th percentile: 1.74576096534729
30th percentile: 1.7713823795318604
40th percentile: 1.8021484851837157
50th percentile: 1.8329145908355713
60th percentile: 2.012209749221802
70th percentile: 2.191504907608032
80th percentile: 2.284451198577881
90th percentile: 2.2910486221313477
95th percentile: 2.294347333908081
99th percentile: 2.2969863033294677
mean time: 1.974503993988037
Pipeline stage StressChecker completed in 11.55s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.71s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.73s
Shutdown handler de-registered
chaiml-anthropic-grpo-4_77013_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2912.07s
Shutdown handler de-registered
chaiml-anthropic-grpo-4_77013_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-anthropic-grpo-4_77013_v2 status is now torndown due to DeploymentManager action