developer_uid: NischayDnk
submission_id: chaiml-qwen25-14b-ft-sf_35028_v4
model_name: chaiml-qwen25-14b-ft-sf_35028_v4
model_group: ChaiML/qwen25-14B-ft-sft
status: inactive
timestamp: 2025-04-04T23:19:10+00:00
num_battles: 9232
num_wins: 4462
celo_rating: 1273.76
family_friendly_score: 0.5494
family_friendly_standard_error: 0.007036471274722863
submission_type: basic
model_repo: ChaiML/qwen25-14B-ft-sft-exp2-del12k
model_architecture: Qwen2ForCausalLM
model_num_parameters: 14769689600.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.4693134281402545, 'latency_mean': 2.130705490112305, 'latency_p50': 2.1314421892166138, 'latency_p90': 2.3523189783096314}, {'batch_size': 3, 'throughput': 0.8604592813507885, 'latency_mean': 3.473642864227295, 'latency_p50': 3.4676527976989746, 'latency_p90': 3.8403936862945556}, {'batch_size': 5, 'throughput': 1.0488836205215402, 'latency_mean': 4.736997301578522, 'latency_p50': 4.7486443519592285, 'latency_p90': 5.241353678703308}, {'batch_size': 6, 'throughput': 1.1151295285134863, 'latency_mean': 5.353714209794998, 'latency_p50': 5.356735348701477, 'latency_p90': 6.001351046562195}, {'batch_size': 10, 'throughput': 1.1922969091243691, 'latency_mean': 8.325261310338973, 'latency_p50': 8.332080602645874, 'latency_p90': 9.623687481880188}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-qwen25-14b-ft-sf_35028_v4
is_internal_developer: True
language_model: ChaiML/qwen25-14B-ft-sft-exp2-del12k
model_size: 15B
ranking_group: single
throughput_3p7s: 0.91
us_pacific_date: 2025-04-04
win_ratio: 0.48331889081455803
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', '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
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run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer
Waiting for job on chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer to finish
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║       /___/                                                         ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: Downloaded to shared memory in 43.937s
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpxll2xsdb, device:0
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: quantized model in 36.021s
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: Processed model ChaiML/qwen25-14B-ft-sft-exp2-del12k in 79.959s
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/config.json
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/added_tokens.json
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/tokenizer_config.json
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/special_tokens_map.json
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/merges.txt
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/vocab.json
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/tokenizer.json
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/flywheel_model.1.safetensors
chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen25-14b-ft-sf-35028-v4/flywheel_model.0.safetensors
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Job chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer completed after 104.78s with status: succeeded
Stopping job with name chaiml-qwen25-14b-ft-sf-35028-v4-mkmlizer
Pipeline stage MKMLizer completed in 105.31s
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Creating inference service chaiml-qwen25-14b-ft-sf-35028-v4
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Inference service chaiml-qwen25-14b-ft-sf-35028-v4 ready after 120.4606556892395s
Pipeline stage MKMLDeployer completed in 120.98s
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Received healthy response to inference request in 2.5576727390289307s
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Received healthy response to inference request in 2.3982815742492676s
Received healthy response to inference request in 1.9525485038757324s
Received healthy response to inference request in 2.124600887298584s
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99th percentile: 2.551297092437744
mean time: 2.2541372776031494
Pipeline stage StressChecker completed in 12.77s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2621.09s
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chaiml-qwen25-14b-ft-sf_35028_v4 status is now inactive due to auto deactivation removed underperforming models
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