chaiml-qwen25rp-ft-sft-_88298

developer_uid: NischayDnk

submission_id: chaiml-qwen25rp-ft-sft-_88298_v4

model_name: chaiml-qwen25rp-ft-sft-_88298_v4

model_group: ChaiML/qwen25rp-ft-sft-e

status: torndown

timestamp: 2025-04-04T17:10:34+00:00

num_battles: 10366

num_wins: 5195

celo_rating: 1287.53

family_friendly_score: 0.5944

family_friendly_standard_error: 0.006943898616771417

submission_type: basic

model_repo: ChaiML/qwen25rp-ft-sft-exp2-del12k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 1

max_input_tokens: 720

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2892258892007823, 'latency_mean': 3.457438985109329, 'latency_p50': 3.4701610803604126, 'latency_p90': 3.8511005640029907}, {'batch_size': 2, 'throughput': 0.4748107284807587, 'latency_mean': 4.207683951854706, 'latency_p50': 4.232409358024597, 'latency_p90': 4.632360029220581}, {'batch_size': 3, 'throughput': 0.6554539864688519, 'latency_mean': 4.560642511844635, 'latency_p50': 4.5904927253723145, 'latency_p90': 5.024797344207764}, {'batch_size': 4, 'throughput': 0.8002320520013388, 'latency_mean': 4.970715934038163, 'latency_p50': 4.956944942474365, 'latency_p90': 5.484257936477661}, {'batch_size': 5, 'throughput': 0.932655371966575, 'latency_mean': 5.3426106631755825, 'latency_p50': 5.336883902549744, 'latency_p90': 5.981737446784973}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-qwen25rp-ft-sft-_88298_v4

is_internal_developer: False

language_model: ChaiML/qwen25rp-ft-sft-exp2-del12k

model_size: 33B

ranking_group: single

throughput_3p7s: 0.36

us_pacific_date: 2025-04-04

win_ratio: 0.5011576307158017

generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 720, 'best_of': 1, '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer
Waiting for job on chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer to finish
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║       /___/                                                         ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-qwen25rp-ft-sft-_88298_v2: HTTPConnectionPool(host='chaiml-qwen25rp-ft-sft-88298-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: Downloaded to shared memory in 85.955s
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp56kkd5ez, device:0
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-qwen25rp-ft-sft-_88298_v2: HTTPConnectionPool(host='chaiml-qwen25rp-ft-sft-88298-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: quantized model in 64.768s
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: Processed model ChaiML/qwen25rp-ft-sft-exp2-del12k in 150.723s
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/config.json
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/added_tokens.json
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/tokenizer_config.json
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/special_tokens_map.json
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/merges.txt
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/vocab.json
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/tokenizer.json
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/flywheel_model.2.safetensors
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/flywheel_model.1.safetensors
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v4/flywheel_model.0.safetensors
chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer: 
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Job chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer completed after 186.63s with status: succeeded
Stopping job with name chaiml-qwen25rp-ft-sft-88298-v4-mkmlizer
Pipeline stage MKMLizer completed in 187.08s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen25rp-ft-sft-88298-v4
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Inference service chaiml-qwen25rp-ft-sft-88298-v4 ready after 120.60282111167908s
Pipeline stage MKMLDeployer completed in 121.12s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.5511295795440674s
Received healthy response to inference request in 3.0614798069000244s
Received healthy response to inference request in 3.080815076828003s
Received healthy response to inference request in 3.0338714122772217s
Retrying (%r) after connection broken by '%r': %s
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5 requests
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5th percentile: 3.039393091201782
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20th percentile: 3.055958127975464
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70th percentile: 3.0777578353881836
80th percentile: 3.174877977371216
90th percentile: 3.3630037784576414
95th percentile: 3.4570666790008544
99th percentile: 3.532316999435425
mean time: 3.1585649490356444
Pipeline stage StressChecker completed in 17.09s
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