agentica-org-deepcoder-_75048

developer_uid: azuruce

submission_id: agentica-org-deepcoder-_75048_v1

model_name: nis-best-config

model_group: agentica-org/DeepCoder-1

status: torndown

timestamp: 2025-04-11T20:35:30+00:00

num_battles: 5680

num_wins: 2512

celo_rating: 1229.94

family_friendly_score: 0.6548

family_friendly_standard_error: 0.0067236442499585

submission_type: basic

model_repo: agentica-org/DeepCoder-14B-Preview

model_architecture: Qwen2ForCausalLM

model_num_parameters: 14769689600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.46780866959971595, 'latency_mean': 2.137554208040237, 'latency_p50': 2.150662660598755, 'latency_p90': 2.369424033164978}, {'batch_size': 3, 'throughput': 0.8628505501492976, 'latency_mean': 3.461031259298325, 'latency_p50': 3.4583404064178467, 'latency_p90': 3.7876925468444824}, {'batch_size': 5, 'throughput': 1.0575779874959872, 'latency_mean': 4.716704778671264, 'latency_p50': 4.731098175048828, 'latency_p90': 5.3142753601074215}, {'batch_size': 6, 'throughput': 1.1054516839764474, 'latency_mean': 5.402745817899704, 'latency_p50': 5.416492342948914, 'latency_p90': 6.052905654907226}, {'batch_size': 10, 'throughput': 1.1891068251169632, 'latency_mean': 8.3240722489357, 'latency_p50': 8.278190016746521, 'latency_p90': 9.456470942497253}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: nis-best-config

ineligible_reason: num_battles<10000

is_internal_developer: False

language_model: agentica-org/DeepCoder-14B-Preview

model_size: 15B

ranking_group: single

throughput_3p7s: 0.91

us_pacific_date: 2025-04-11

win_ratio: 0.4422535211267606

generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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 agentica-org-deepcoder-75048-v1-mkmlizer
Waiting for job on agentica-org-deepcoder-75048-v1-mkmlizer to finish
agentica-org-deepcoder-75048-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
agentica-org-deepcoder-75048-v1-mkmlizer: ║     _____            __           __                                ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║       /___/                                                         ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║                                                                     ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  https://mk1.ai                                                     ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║                                                                     ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  belonging to:                                                      ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║                                                                     ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  Chai Research Corp.                                                ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
agentica-org-deepcoder-75048-v1-mkmlizer: ║                                                                     ║
agentica-org-deepcoder-75048-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
agentica-org-deepcoder-75048-v1-mkmlizer: Downloaded to shared memory in 53.177s
agentica-org-deepcoder-75048-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzjuixvs2, device:0
agentica-org-deepcoder-75048-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
agentica-org-deepcoder-75048-v1-mkmlizer: quantized model in 42.078s
agentica-org-deepcoder-75048-v1-mkmlizer: Processed model agentica-org/DeepCoder-14B-Preview in 95.271s
agentica-org-deepcoder-75048-v1-mkmlizer: creating bucket guanaco-mkml-models
agentica-org-deepcoder-75048-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
agentica-org-deepcoder-75048-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1
agentica-org-deepcoder-75048-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1/special_tokens_map.json
agentica-org-deepcoder-75048-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1/config.json
agentica-org-deepcoder-75048-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1/tokenizer_config.json
agentica-org-deepcoder-75048-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1/tokenizer.json
agentica-org-deepcoder-75048-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1/flywheel_model.1.safetensors
agentica-org-deepcoder-75048-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/agentica-org-deepcoder-75048-v1/flywheel_model.0.safetensors
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Job agentica-org-deepcoder-75048-v1-mkmlizer completed after 115.08s with status: succeeded
Stopping job with name agentica-org-deepcoder-75048-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.58s
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Creating inference service agentica-org-deepcoder-75048-v1
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Inference service agentica-org-deepcoder-75048-v1 ready after 110.37316727638245s
Pipeline stage MKMLDeployer completed in 110.87s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6932148933410645s
Received healthy response to inference request in 1.958719253540039s
Received healthy response to inference request in 2.235969305038452s
Received healthy response to inference request in 2.2031943798065186s
Received healthy response to inference request in 2.021136999130249s
5 requests
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mean time: 2.2224469661712645
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Running pipeline stage OfflineFamilyFriendlyScorer
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agentica-org-deepcoder-_75048_v1 status is now torndown due to DeploymentManager action