chaiml-qwenrp-32b-sft-exp1

developer_uid: NischayDnk

submission_id: chaiml-qwenrp-32b-sft-exp1_v1

model_name: chaiml-qwenrp-32b-sft-exp1_v1

model_group: ChaiML/qwenrp-32b-sft-ex

status: torndown

timestamp: 2025-04-24T11:46:57+00:00

num_battles: 6953

num_wins: 3518

celo_rating: 1289.45

family_friendly_score: 0.5571999999999999

family_friendly_standard_error: 0.007024644617345421

submission_type: basic

model_repo: ChaiML/qwenrp-32b-sft-exp1

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32763417600.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3866640673981663, 'latency_mean': 2.586165430545807, 'latency_p50': 2.5841383934020996, 'latency_p90': 2.877875733375549}, {'batch_size': 3, 'throughput': 0.8770079911581754, 'latency_mean': 3.4150804829597474, 'latency_p50': 3.4064838886260986, 'latency_p90': 3.8308835506439207}, {'batch_size': 5, 'throughput': 1.1931964528294365, 'latency_mean': 4.153479394912719, 'latency_p50': 4.1389665603637695, 'latency_p90': 4.599696302413941}, {'batch_size': 6, 'throughput': 1.2991160337336158, 'latency_mean': 4.584020668268204, 'latency_p50': 4.538585543632507, 'latency_p90': 5.1360328674316404}, {'batch_size': 8, 'throughput': 1.4742955672372182, 'latency_mean': 5.383867212533951, 'latency_p50': 5.365314245223999, 'latency_p90': 6.082773566246033}, {'batch_size': 10, 'throughput': 1.6101040719215984, 'latency_mean': 6.15590022444725, 'latency_p50': 6.1115639209747314, 'latency_p90': 6.98895571231842}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-qwenrp-32b-sft-exp1_v1

is_internal_developer: False

language_model: ChaiML/qwenrp-32b-sft-exp1

model_size: 33B

ranking_group: single

throughput_3p7s: 1.02

us_pacific_date: 2025-04-24

win_ratio: 0.5059686466273551

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 5, '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-qwenrp-32b-sft-exp1-v1-mkmlizer
Waiting for job on chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer to finish
Retrying (%r) after connection broken by '%r': %s
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║       /___/                                                         ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ║                                                                     ║
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: Downloaded to shared memory in 113.728s
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpe4c59uhl, device:0
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: quantized model in 64.023s
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: Processed model ChaiML/qwenrp-32b-sft-exp1 in 177.751s
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/config.json
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/added_tokens.json
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/special_tokens_map.json
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/tokenizer_config.json
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/merges.txt
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/vocab.json
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/tokenizer.json
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/flywheel_model.2.safetensors
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/flywheel_model.0.safetensors
chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-qwenrp-32b-sft-exp1-v1/flywheel_model.1.safetensors
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Job chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer completed after 207.05s with status: succeeded
Stopping job with name chaiml-qwenrp-32b-sft-exp1-v1-mkmlizer
Pipeline stage MKMLizer completed in 207.58s
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Creating inference service chaiml-qwenrp-32b-sft-exp1-v1
Waiting for inference service chaiml-qwenrp-32b-sft-exp1-v1 to be ready
Failed to get response for submission chaiml-ghost-girl-letha_81645_v2: HTTPConnectionPool(host='chaiml-ghost-girl-letha-81645-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-qwenrp-32b-sft-exp1-v1 ready after 130.4355595111847s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.2631680965423584s
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Received healthy response to inference request in 2.6441433429718018s
5 requests
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5th percentile: 2.5472145557403563
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90th percentile: 3.1267189502716066
95th percentile: 3.1949435234069825
99th percentile: 3.249523181915283
mean time: 2.8146763324737547
Pipeline stage StressChecker completed in 15.65s
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