初始化项目，由ModelHub XC社区提供模型
Model: harsha070/expfinal-qwen-mbpp-s123-lambda-0p0 Source: Original Platform
This commit is contained in:
ModelHub XC
54
last-checkpoint/chat_template.jinja
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54
last-checkpoint/chat_template.jinja
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{%- if tools %}
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{{- '<|im_start|>system\n' }}
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{%- if messages[0]['role'] == 'system' %}
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{{- messages[0]['content'] }}
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{%- else %}
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{{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
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{%- endif %}
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{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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{%- for tool in tools %}
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{{- "\n" }}
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{{- tool | tojson }}
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{%- endfor %}
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{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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{%- else %}
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{%- if messages[0]['role'] == 'system' %}
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{{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
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{%- else %}
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{{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- for message in messages %}
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{%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
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{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
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{%- elif message.role == "assistant" %}
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{{- '<|im_start|>' + message.role }}
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{%- if message.content %}
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{{- '\n' + message.content }}
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{%- endif %}
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{%- for tool_call in message.tool_calls %}
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{%- if tool_call.function is defined %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{{- '\n<tool_call>\n{"name": "' }}
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{{- tool_call.name }}
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{{- '", "arguments": ' }}
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{{- tool_call.arguments | tojson }}
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{{- '}\n</tool_call>' }}
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{%- endfor %}
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{{- '<|im_end|>\n' }}
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{%- elif message.role == "tool" %}
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{%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
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{{- '<|im_start|>user' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{{- message.content }}
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{{- '\n</tool_response>' }}
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{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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{{- '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{%- if add_generation_prompt %}
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{{- '<|im_start|>assistant\n' }}
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{%- endif %}
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69
last-checkpoint/config.json
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69
last-checkpoint/config.json
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{
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": null,
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"dtype": "bfloat16",
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"eos_token_id": 151645,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention"
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],
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"max_position_embeddings": 32768,
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"max_window_layers": 70,
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"model_type": "qwen2",
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"num_attention_heads": 16,
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"num_hidden_layers": 36,
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"num_key_value_heads": 2,
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"pad_token_id": 151643,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_theta": 1000000.0,
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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": true,
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"transformers_version": "5.7.0",
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"use_cache": false,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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13
last-checkpoint/generation_config.json
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13
last-checkpoint/generation_config.json
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{
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"do_sample": true,
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"eos_token_id": [
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151645,
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151643
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],
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"pad_token_id": 151643,
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"repetition_penalty": 1.05,
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"temperature": 0.7,
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"top_k": 20,
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"top_p": 0.8,
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"transformers_version": "5.7.0"
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}
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3
last-checkpoint/model.safetensors
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3
last-checkpoint/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7f47213a659ec702e089d7043785d9e7efc7ee1169b23e0de42801a0c6f1a521
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size 6171927112
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3
last-checkpoint/tokenizer.json
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3
last-checkpoint/tokenizer.json
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
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size 11421892
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30
last-checkpoint/tokenizer_config.json
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30
last-checkpoint/tokenizer_config.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": null,
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"extra_special_tokens": [
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"is_local": false,
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"local_files_only": false,
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"model_max_length": 131072,
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"pad_token": "<|endoftext|>",
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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146
last-checkpoint/trainer_state.json
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146
last-checkpoint/trainer_state.json
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{
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"best_global_step": null,
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 0.26666666666666666,
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"eval_steps": 500,
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"global_step": 40,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"clip_ratio/high_max": 0.0,
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"clip_ratio/high_mean": 0.0,
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"clip_ratio/low_mean": 0.0,
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"clip_ratio/low_min": 0.0,
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"clip_ratio/region_mean": 0.0,
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"completions/clipped_ratio": 0.7875,
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"completions/max_length": 512.0,
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"completions/max_terminated_length": 240.3,
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"completions/mean_length": 483.275,
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"completions/mean_terminated_length": 200.9800018310547,
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"completions/min_length": 428.0,
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"completions/min_terminated_length": 172.0,
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"entropy": 0.44431554432958364,
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"epoch": 0.06666666666666667,
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"frac_reward_zero_std": 0.35,
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"grad_norm": 1.53125,
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"kl": 0.038827025642240186,
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"learning_rate": 9.4375e-06,
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"loss": 0.0020309146493673325,
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"num_tokens": 51530.0,
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"reward": 0.45,
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"reward_std": 0.3909654438495636,
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"rewards/JointRewardFunction/mean": 0.45,
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"rewards/JointRewardFunction/std": 0.3909654557704926,
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"step": 10,
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"step_time": 21.882423204801306
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},
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{
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"clip_ratio/high_max": 0.0,
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"clip_ratio/high_mean": 0.0,
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"clip_ratio/low_mean": 0.0,
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"clip_ratio/low_min": 0.0,
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"clip_ratio/region_mean": 0.0,
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"completions/clipped_ratio": 0.8,
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"completions/max_length": 512.0,
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"completions/max_terminated_length": 386.5,
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"completions/mean_length": 502.575,
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"completions/mean_terminated_length": 372.61000061035156,
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"completions/min_length": 457.8,
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"completions/min_terminated_length": 355.4,
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"entropy": 0.259922884311527,
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"frac_reward_zero_std": 0.35,
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"grad_norm": 2.890625,
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"kl": 0.0678297683596611,
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"step": 20,
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},
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"completions/clipped_ratio": 0.5875,
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"entropy": 0.25187050821259616,
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}
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],
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"logging_steps": 10,
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"max_steps": 160,
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"num_input_tokens_seen": 207866,
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"num_train_epochs": 2,
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"save_steps": 10,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 0.0,
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"train_batch_size": 1,
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"trial_name": null,
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"trial_params": null
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}
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3
last-checkpoint/training_args.bin
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3
last-checkpoint/training_args.bin
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:919910046ee1b215cd82763c46c39561ffbd75f6f2f01744edbb900af29b8709
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size 7249
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