chaiml-qwen32b-sft-20k-_28534

developer_uid: NischayDnk

submission_id: chaiml-qwen32b-sft-20k-_28534_v2

model_name: chaiml-qwen32b-sft-20k-_28534_v2

model_group: ChaiML/qwen32b-sft-20k-f

status: torndown

timestamp: 2025-04-16T16:08:00+00:00

num_battles: 6891

num_wins: 3286

celo_rating: 1272.97

family_friendly_score: 0.5936

family_friendly_standard_error: 0.006946064209320268

submission_type: basic

model_repo: ChaiML/qwen32b-sft-20k-ffsys-5e-exp1

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 1

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.288054229991002, 'latency_mean': 3.4714771521091463, 'latency_p50': 3.45616614818573, 'latency_p90': 3.8570871114730836}, {'batch_size': 2, 'throughput': 0.4698371057556014, 'latency_mean': 4.2562391054630275, 'latency_p50': 4.27389931678772, 'latency_p90': 4.67072377204895}, {'batch_size': 3, 'throughput': 0.6408812390851427, 'latency_mean': 4.663595609664917, 'latency_p50': 4.705424189567566, 'latency_p90': 5.123307132720948}, {'batch_size': 4, 'throughput': 0.7843411450436659, 'latency_mean': 5.060219581127167, 'latency_p50': 5.053048133850098, 'latency_p90': 5.568407607078552}, {'batch_size': 5, 'throughput': 0.901220825488009, 'latency_mean': 5.507504158020019, 'latency_p50': 5.503045678138733, 'latency_p90': 6.1431156396865845}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-qwen32b-sft-20k-_28534_v2

is_internal_developer: False

language_model: ChaiML/qwen32b-sft-20k-ffsys-5e-exp1

model_size: 33B

ranking_group: single

throughput_3p7s: 0.35

us_pacific_date: 2025-04-16

win_ratio: 0.4768538673632274

generation_params: {'temperature': 0.45, 'top_p': 0.94, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 1, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{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-20k-28534-v2-mkmlizer
Waiting for job on chaiml-qwen32b-sft-20k-28534-v2-mkmlizer to finish
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║       /___/                                                         ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ║                                                                     ║
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: Downloaded to shared memory in 96.252s
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwq2mv558, device:0
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: quantized model in 63.941s
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: Processed model ChaiML/qwen32b-sft-20k-ffsys-5e-exp1 in 160.194s
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/config.json
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/added_tokens.json
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/special_tokens_map.json
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/merges.txt
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/tokenizer_config.json
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/vocab.json
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/tokenizer.json
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/flywheel_model.2.safetensors
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/flywheel_model.0.safetensors
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwen32b-sft-20k-28534-v2/flywheel_model.1.safetensors
chaiml-qwen32b-sft-20k-28534-v2-mkmlizer: 
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Job chaiml-qwen32b-sft-20k-28534-v2-mkmlizer completed after 199.75s with status: succeeded
Stopping job with name chaiml-qwen32b-sft-20k-28534-v2-mkmlizer
Pipeline stage MKMLizer completed in 200.59s
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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-qwen32b-sft-20k-28534-v2
Waiting for inference service chaiml-qwen32b-sft-20k-28534-v2 to be ready
Inference service chaiml-qwen32b-sft-20k-28534-v2 ready after 130.4638488292694s
Pipeline stage MKMLDeployer completed in 130.93s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.4464659690856934s
Received healthy response to inference request in 3.087184429168701s
Received healthy response to inference request in 3.1067843437194824s
Received healthy response to inference request in 3.2012763023376465s
Received healthy response to inference request in 3.081569194793701s
5 requests
0 failed requests
5th percentile: 3.0826922416687013
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70th percentile: 3.1823779106140138
80th percentile: 3.250314235687256
90th percentile: 3.3483901023864746
95th percentile: 3.397428035736084
99th percentile: 3.4366583824157715
mean time: 3.184656047821045
Pipeline stage StressChecker completed in 17.40s
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Running pipeline stage OfflineFamilyFriendlyScorer
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