chaiml-qwen32b-sft-exp1_16150

developer_uid: NischayDnk

submission_id: chaiml-qwen32b-sft-exp1_16150_v4

model_name: chaiml-qwen32b-sft-exp1_16150_v4

model_group: ChaiML/qwen32b-sft-exp1-

status: torndown

timestamp: 2025-04-14T03:39:26+00:00

num_battles: 6175

num_wins: 2994

celo_rating: 1262.54

family_friendly_score: 0.589

family_friendly_standard_error: 0.006958146304871722

submission_type: basic

model_repo: ChaiML/qwen32b-sft-exp1-noff-datav1-mix8k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 1

max_input_tokens: 512

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3018123613895509, 'latency_mean': 3.313247812986374, 'latency_p50': 3.3157390356063843, 'latency_p90': 3.7088778257369994}, {'batch_size': 3, 'throughput': 0.7105368916444157, 'latency_mean': 4.1998613166809085, 'latency_p50': 4.187668204307556, 'latency_p90': 4.675947999954223}, {'batch_size': 5, 'throughput': 1.0282982187711336, 'latency_mean': 4.818927235603333, 'latency_p50': 4.837390065193176, 'latency_p90': 5.424085903167724}, {'batch_size': 6, 'throughput': 1.1592977213110556, 'latency_mean': 5.127150934934616, 'latency_p50': 5.150994420051575, 'latency_p90': 5.789529180526733}, {'batch_size': 10, 'throughput': 1.5643678176760232, 'latency_mean': 6.31892582654953, 'latency_p50': 6.249939918518066, 'latency_p90': 7.166585826873779}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-qwen32b-sft-exp1_16150_v4

is_internal_developer: False

language_model: ChaiML/qwen32b-sft-exp1-noff-datav1-mix8k

model_size: 33B

ranking_group: single

throughput_3p7s: 0.51

us_pacific_date: 2025-04-13

win_ratio: 0.4848582995951417

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 512, 'best_of': 1, '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 chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer
Waiting for job on chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer to finish
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║       /___/                                                         ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: Downloaded to shared memory in 93.328s
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnwx4wkxa, device:0
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: quantized model in 63.081s
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: Processed model ChaiML/qwen32b-sft-exp1-noff-datav1-mix8k in 156.409s
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/config.json
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/added_tokens.json
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/special_tokens_map.json
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/merges.txt
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/vocab.json
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/tokenizer_config.json
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/tokenizer.json
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/flywheel_model.2.safetensors
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/flywheel_model.0.safetensors
chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-exp1-16150-v4/flywheel_model.1.safetensors
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Job chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer completed after 198.1s with status: succeeded
Stopping job with name chaiml-qwen32b-sft-exp1-16150-v4-mkmlizer
Pipeline stage MKMLizer completed in 198.59s
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Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-qwen32b-sft-exp1-16150-v4
Waiting for inference service chaiml-qwen32b-sft-exp1-16150-v4 to be ready
Failed to get response for submission jellywibble-felix-black_21853_v1: HTTPConnectionPool(host='jellywibble-felix-black-21853-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission jellywibble-felix-black_21853_v1: HTTPConnectionPool(host='jellywibble-felix-black-21853-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission jellywibble-felix-black_21853_v1: HTTPConnectionPool(host='jellywibble-felix-black-21853-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-qwen32b-sft-exp1-16150-v4 ready after 120.69035458564758s
Pipeline stage MKMLDeployer completed in 121.24s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.6634888648986816s
Received healthy response to inference request in 3.044750213623047s
Received healthy response to inference request in 3.061960220336914s
Received healthy response to inference request in 3.0486209392547607s
Received healthy response to inference request in 3.0333099365234375s
5 requests
0 failed requests
5th percentile: 3.0355979919433596
10th percentile: 3.037886047363281
20th percentile: 3.042462158203125
30th percentile: 3.0455243587493896
40th percentile: 3.047072649002075
50th percentile: 3.0486209392547607
60th percentile: 3.053956651687622
70th percentile: 3.059292364120483
80th percentile: 3.1822659492492678
90th percentile: 3.4228774070739747
95th percentile: 3.543183135986328
99th percentile: 3.639427719116211
mean time: 3.170426034927368
Pipeline stage StressChecker completed in 17.17s
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