developer_uid: NischayDnk
submission_id: anthracite-org-magnum-v4-27b_v1
model_name: anthracite-org-magnum-v4-27b_v1
model_group: anthracite-org/magnum-v4
status: torndown
timestamp: 2025-03-30T03:17:21+00:00
num_battles: 7904
num_wins: 3789
celo_rating: 1266.72
family_friendly_score: 0.5780000000000001
family_friendly_standard_error: 0.006984497118619207
submission_type: basic
model_repo: anthracite-org/magnum-v4-27b
model_architecture: Gemma2ForCausalLM
model_num_parameters: 28731935232.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.27604572590187837, 'latency_mean': 3.622493807077408, 'latency_p50': 3.6110976934432983, 'latency_p90': 3.9977510929107667}, {'batch_size': 2, 'throughput': 0.416178786402086, 'latency_mean': 4.791822121143341, 'latency_p50': 4.7906317710876465, 'latency_p90': 5.240752458572388}, {'batch_size': 3, 'throughput': 0.525747077276067, 'latency_mean': 5.68590028166771, 'latency_p50': 5.692716360092163, 'latency_p90': 6.237952423095703}, {'batch_size': 5, 'throughput': 0.6722205292293277, 'latency_mean': 7.4043904137611385, 'latency_p50': 7.445681929588318, 'latency_p90': 8.305743765830993}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: anthracite-org-magnum-v4-27b_v1
is_internal_developer: False
language_model: anthracite-org/magnum-v4-27b
model_size: 29B
ranking_group: single
throughput_3p7s: 0.29
us_pacific_date: 2025-03-29
win_ratio: 0.4793775303643725
generation_params: {'temperature': 0.5, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name anthracite-org-magnum-v4-27b-v1-mkmlizer
Waiting for job on anthracite-org-magnum-v4-27b-v1-mkmlizer to finish
anthracite-org-magnum-v4-27b-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║     _____            __           __                                ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║       /___/                                                         ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║                                                                     ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  https://mk1.ai                                                     ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║                                                                     ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  belonging to:                                                      ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║                                                                     ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  Chai Research Corp.                                                ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ║                                                                     ║
anthracite-org-magnum-v4-27b-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
anthracite-org-magnum-v4-27b-v1-mkmlizer: Downloaded to shared memory in 105.890s
anthracite-org-magnum-v4-27b-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcfzw6pzf, device:0
anthracite-org-magnum-v4-27b-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
anthracite-org-magnum-v4-27b-v1-mkmlizer: quantized model in 71.009s
anthracite-org-magnum-v4-27b-v1-mkmlizer: Processed model anthracite-org/magnum-v4-27b in 176.904s
anthracite-org-magnum-v4-27b-v1-mkmlizer: creating bucket guanaco-mkml-models
anthracite-org-magnum-v4-27b-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
anthracite-org-magnum-v4-27b-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1
anthracite-org-magnum-v4-27b-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1/config.json
anthracite-org-magnum-v4-27b-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1/special_tokens_map.json
anthracite-org-magnum-v4-27b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1/tokenizer_config.json
anthracite-org-magnum-v4-27b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1/tokenizer.model
anthracite-org-magnum-v4-27b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1/tokenizer.json
anthracite-org-magnum-v4-27b-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/anthracite-org-magnum-v4-27b-v1/flywheel_model.2.safetensors
Job anthracite-org-magnum-v4-27b-v1-mkmlizer completed after 224.88s with status: succeeded
Stopping job with name anthracite-org-magnum-v4-27b-v1-mkmlizer
Pipeline stage MKMLizer completed in 225.38s
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Creating inference service anthracite-org-magnum-v4-27b-v1
Waiting for inference service anthracite-org-magnum-v4-27b-v1 to be ready
Inference service anthracite-org-magnum-v4-27b-v1 ready after 120.40190505981445s
Pipeline stage MKMLDeployer completed in 121.00s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.915989637374878s
Received healthy response to inference request in 2.124735116958618s
Received healthy response to inference request in 3.0660452842712402s
Received healthy response to inference request in 2.7912440299987793s
Received healthy response to inference request in 2.4532854557037354s
5 requests
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5th percentile: 2.1904451847076416
10th percentile: 2.256155252456665
20th percentile: 2.387575387954712
30th percentile: 2.520877170562744
40th percentile: 2.6560606002807616
50th percentile: 2.7912440299987793
60th percentile: 2.9011645317077637
70th percentile: 3.011085033416748
80th percentile: 3.2360341548919678
90th percentile: 3.576011896133423
95th percentile: 3.7460007667541504
99th percentile: 3.8819918632507324
mean time: 2.87025990486145
Pipeline stage StressChecker completed in 15.73s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.65s
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Creating inference service anthracite-org-magnum-v4-27b-v1-profiler
Waiting for inference service anthracite-org-magnum-v4-27b-v1-profiler to be ready
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3154.70s
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anthracite-org-magnum-v4-27b_v1 status is now inactive due to auto deactivation removed underperforming models
anthracite-org-magnum-v4-27b_v1 status is now torndown due to DeploymentManager action