chaiml-qwen25rp-ft-sft-_88298

developer_uid: NischayDnk

submission_id: chaiml-qwen25rp-ft-sft-_88298_v3

model_name: chaiml-qwen25rp-ft-sft-_88298_v3

model_group: ChaiML/qwen25rp-ft-sft-e

status: torndown

timestamp: 2025-04-04T16:36:26+00:00

num_battles: 10268

num_wins: 4998

celo_rating: 1275.99

family_friendly_score: 0.5868

family_friendly_standard_error: 0.006963702463488802

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: 640

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2967161128508938, 'latency_mean': 3.3701593351364134, 'latency_p50': 3.3241437673568726, 'latency_p90': 3.7980013132095336}, {'batch_size': 2, 'throughput': 0.48886299182891285, 'latency_mean': 4.086370611190796, 'latency_p50': 4.11953866481781, 'latency_p90': 4.490905666351319}, {'batch_size': 3, 'throughput': 0.6766291675976635, 'latency_mean': 4.4057724165916445, 'latency_p50': 4.3674057722091675, 'latency_p90': 4.885344433784485}, {'batch_size': 4, 'throughput': 0.833257254122725, 'latency_mean': 4.766395487785339, 'latency_p50': 4.780378460884094, 'latency_p90': 5.287739014625549}, {'batch_size': 5, 'throughput': 0.9779117988212472, 'latency_mean': 5.087180202007294, 'latency_p50': 5.060832619667053, 'latency_p90': 5.780210089683533}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-qwen25rp-ft-sft-_88298_v3

is_internal_developer: False

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

model_size: 33B

ranking_group: single

throughput_3p7s: 0.39

us_pacific_date: 2025-04-04

win_ratio: 0.4867549668874172

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 640, '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-v3-mkmlizer
Waiting for job on chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer to finish
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║       /___/                                                         ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: ║                                                                     ║
chaiml-qwen25rp-ft-sft-88298-v3-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)
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-v3-mkmlizer: Downloaded to shared memory in 97.332s
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj1n0a6pe, device:0
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: quantized model in 63.908s
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: Processed model ChaiML/qwen25rp-ft-sft-exp2-del12k in 161.240s
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/config.json
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/added_tokens.json
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/tokenizer_config.json
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/special_tokens_map.json
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/merges.txt
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/tokenizer.json
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/vocab.json
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/flywheel_model.2.safetensors
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-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/flywheel_model.1.safetensors
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen25rp-ft-sft-88298-v3/flywheel_model.0.safetensors
chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer: 
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Job chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer completed after 196.13s with status: succeeded
Stopping job with name chaiml-qwen25rp-ft-sft-88298-v3-mkmlizer
Pipeline stage MKMLizer completed in 196.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen25rp-ft-sft-88298-v3
Waiting for inference service chaiml-qwen25rp-ft-sft-88298-v3 to be ready
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)
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)
Inference service chaiml-qwen25rp-ft-sft-88298-v3 ready after 120.4396162033081s
Pipeline stage MKMLDeployer completed in 120.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.6078450679779053s
Received healthy response to inference request in 3.055142402648926s
Received healthy response to inference request in 3.067657232284546s
Received healthy response to inference request in 3.0798463821411133s
Received healthy response to inference request in 3.0453732013702393s
5 requests
0 failed requests
5th percentile: 3.0473270416259766
10th percentile: 3.049280881881714
20th percentile: 3.0531885623931885
30th percentile: 3.0576453685760496
40th percentile: 3.0626513004302978
50th percentile: 3.067657232284546
60th percentile: 3.072532892227173
70th percentile: 3.0774085521698
80th percentile: 3.1854461193084718
90th percentile: 3.3966455936431883
95th percentile: 3.502245330810547
99th percentile: 3.5867251205444335
mean time: 3.171172857284546
Pipeline stage StressChecker completed in 17.30s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.68s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
chaiml-qwen25rp-ft-sft-_88298_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5720.72s
Shutdown handler de-registered
chaiml-qwen25rp-ft-sft-_88298_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-qwen25rp-ft-sft-_88298_v3 status is now torndown due to DeploymentManager action