diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..adf370c82f723ed585bd34fa703a2ccdce89a89f 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,39 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/0_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/1_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/2_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/3_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/4_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/5_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text +llama/quality_dev_klora/6_128_e3_3e-5/tokenizer.json filter=lfs diff=lfs 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0000000000000000000000000000000000000000..4620ad3f0236b24a2071be13e68ceb40cbb59734 --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 0_128_e3_3e-5 + results: [] +--- + + + +# 0_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/0_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..5186dd5b05b92455e1082261e3eabad4afe320ff --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "q_proj", + "k_proj", + "o_proj", + "down_proj", + "up_proj", + "gate_proj", + "v_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/0_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..4c68f036ac759e36a1b493c5031cbab07844b38c --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d416867560dd7d3fa56499954f8eaecc454049ef5341f623517a32d33af079e1 +size 671150064 diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/0_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..577eeeabd9f6135d5305f92d4d7a36da77db030d --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 3.7222739676758016e+17, + "train_loss": 1.2598542936088504, + "train_runtime": 169.2123, + "train_samples": 2730, + "train_samples_per_second": 48.401, + "train_steps_per_second": 1.525 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/0_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/config.json b/llama/quality_dev_klora/0_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/special_tokens_map.json b/llama/quality_dev_klora/0_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_dev_klora/0_128_e3_3e-5/tokenizer.json 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file mode 100644 index 0000000000000000000000000000000000000000..63bd49e88ef59ce44c07b534444bf9e0533c0edb --- /dev/null +++ b/llama/quality_dev_klora/0_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3daef491f79a2812a88db77f4b5bd7e3177fe5b7044ce7b355486ac46fbc839 +size 8209 diff --git a/llama/quality_dev_klora/1_128_e3_3e-5/README.md b/llama/quality_dev_klora/1_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..57a78e2fbf85dedd539bb48c77d255926f1246c3 --- /dev/null +++ b/llama/quality_dev_klora/1_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 1_128_e3_3e-5 + results: [] +--- + + + +# 1_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/1_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/1_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..ef84bb6ae8d00c7b73f62d917109665a54985100 --- /dev/null +++ b/llama/quality_dev_klora/1_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "gate_proj", + "down_proj", + "v_proj", + "o_proj", + "k_proj", + "q_proj", + "up_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/1_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/1_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..9d8d81dc66ee50b6b247b7859ba681134c8a165b --- /dev/null +++ b/llama/quality_dev_klora/1_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8a01b97acfdcf7670e68f07a8f06324196644b4b01157dd38ecb15f73b453045 +size 671150064 diff --git a/llama/quality_dev_klora/1_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/1_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..1b1269bf8b0454937744bfeaa1cef0f9128a1e26 --- /dev/null +++ b/llama/quality_dev_klora/1_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.32234734743978e+17, + "train_loss": 1.1969608323615895, + "train_runtime": 191.4417, + "train_samples": 3036, + "train_samples_per_second": 47.576, + "train_steps_per_second": 1.489 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/1_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/1_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/1_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/1_128_e3_3e-5/config.json b/llama/quality_dev_klora/1_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/1_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + 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b/llama/quality_dev_klora/1_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6921003cf8632e7265f6acc8f05988cfb2d66ec0870eacb935b8772e2e95413c +size 8209 diff --git a/llama/quality_dev_klora/2_128_e3_3e-5/README.md b/llama/quality_dev_klora/2_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..47f52ff363d829e2d3206f1120b4b22af13c6f10 --- /dev/null +++ b/llama/quality_dev_klora/2_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 2_128_e3_3e-5 + results: [] +--- + + + +# 2_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/2_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/2_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..080114b9f15bf17941424e62dab2003c69923f14 --- /dev/null +++ b/llama/quality_dev_klora/2_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "o_proj", + "v_proj", + "down_proj", + "up_proj", + "q_proj", + "gate_proj", + "k_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/2_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/2_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..998a75aae4a55e4eac36049e79c04a43a5953c8b --- /dev/null +++ b/llama/quality_dev_klora/2_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d707c2e999b94e7d31669819e7455846c94f4630f589ed93a48231520c1e6cd +size 671150064 diff --git a/llama/quality_dev_klora/2_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/2_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..199fe74b6230960f9ead6e60efdd8d47261b0c88 --- /dev/null +++ b/llama/quality_dev_klora/2_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.2934527563137024e+17, + "train_loss": 1.1821094051831298, + "train_runtime": 196.6122, + "train_samples": 3060, + "train_samples_per_second": 46.691, + "train_steps_per_second": 1.465 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/2_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/2_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/2_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/2_128_e3_3e-5/config.json b/llama/quality_dev_klora/2_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/2_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + 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8209 diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/README.md b/llama/quality_dev_klora/3_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3e929a06d3fbe815035bec2f1b6342adf78effdf --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 3_128_e3_3e-5 + results: [] +--- + + + +# 3_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/3_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..5c9f26923b70f449030d22a116de0d956ab34367 --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "o_proj", + "v_proj", + "k_proj", + "down_proj", + "q_proj", + "gate_proj", + "up_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/3_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..906e67b6149cace0b7912e467923090bc9ba45d2 --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4a09019d52b82f4d6a43909deedf995cf6bb07cfb028ae9db5d62b46057ec15 +size 671150064 diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/3_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..a41676e2ee0f113ae043e1a57cede9e24b8a311b --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.648490472581366e+17, + "train_loss": 1.2001079493500166, + "train_runtime": 203.8361, + "train_samples": 3150, + "train_samples_per_second": 46.361, + "train_steps_per_second": 1.457 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/3_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/config.json b/llama/quality_dev_klora/3_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + 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"train_batch_size": 2, + "trial_name": null, + "trial_params": null +} diff --git a/llama/quality_dev_klora/3_128_e3_3e-5/training_args.bin b/llama/quality_dev_klora/3_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..2389bdbb831c2a69582fa93e66ba7945d9818172 --- /dev/null +++ b/llama/quality_dev_klora/3_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59d7fee2390c7927ad9a9e4219d3fa4627f7a0a03365c1d4799e0d36776d8f1e +size 8209 diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/README.md b/llama/quality_dev_klora/4_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..cf74421c6a13179c882c64563f85a6225e4467a4 --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 4_128_e3_3e-5 + results: [] +--- + + + +# 4_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/4_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..34aa8ab2c387d8833c092f7e6a2d3961df950f9a --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "up_proj", + "o_proj", + "k_proj", + "q_proj", + "down_proj", + "gate_proj", + "v_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/4_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..2554597aad81729a7273ddfe5985b3b560ecd3f6 --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81d30239f3cd48dfe9663930a98aa9818c28589840bbc3b4f9be8965827e6faf +size 671150064 diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/4_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..6c30b17a3d6db5f25d042e08d58993146cc8f1a6 --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.035120888754995e+17, + "train_loss": 1.1616294957973339, + "train_runtime": 179.9495, + "train_samples": 2868, + "train_samples_per_second": 47.813, + "train_steps_per_second": 1.5 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/4_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/config.json b/llama/quality_dev_klora/4_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/special_tokens_map.json b/llama/quality_dev_klora/4_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_dev_klora/4_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_dev_klora/4_128_e3_3e-5/tokenizer.json 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@@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 5_128_e3_3e-5 + results: [] +--- + + + +# 5_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/5_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/5_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..0c7ac6fc99f97b6d813f236f88fffdede33f3f1b --- /dev/null +++ b/llama/quality_dev_klora/5_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "o_proj", + "gate_proj", + "q_proj", + "v_proj", + "up_proj", + "down_proj", + "k_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/5_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/5_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..06ca552af608e6da3d4253fbd7e8381e19bf4aaa --- /dev/null +++ b/llama/quality_dev_klora/5_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fdaa9c49c34897a16129890c2cf1e34fa0352af4c30ddacf710f431e11b3d12 +size 671150064 diff --git a/llama/quality_dev_klora/5_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/5_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..13413f56b69c0ef323b4798f43a28bb17f8f2a95 --- /dev/null +++ b/llama/quality_dev_klora/5_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.5028393872890266e+17, + "train_loss": 1.2039259295283313, + "train_runtime": 201.5669, + "train_samples": 3090, + "train_samples_per_second": 45.99, + "train_steps_per_second": 1.444 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/5_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/5_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/5_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/5_128_e3_3e-5/config.json b/llama/quality_dev_klora/5_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/5_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + 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b/llama/quality_dev_klora/5_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..22d3018495f09632525c5350e7761cae2f3702c5 --- /dev/null +++ b/llama/quality_dev_klora/5_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:56e03d65d55234f49edc2da8ad315bbb2ed5c6d48b1793c1efe9cdf8ac86247b +size 8209 diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/README.md b/llama/quality_dev_klora/6_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..aedaaaab851dfa96c5fa18b5811a4fa0bf5dc406 --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 6_128_e3_3e-5 + results: [] +--- + + + +# 6_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/6_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..453b55740e0059b93f70e91ab4ce60ba2075e79d --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": 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mode 100644 index 0000000000000000000000000000000000000000..7cac2cab823100ad9d5235523e92fb3c3d4cc209 --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.312561548997427e+17, + "train_loss": 1.1834207760390414, + "train_runtime": 195.5898, + "train_samples": 2970, + "train_samples_per_second": 45.555, + "train_steps_per_second": 1.426 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/6_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/config.json b/llama/quality_dev_klora/6_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/special_tokens_map.json b/llama/quality_dev_klora/6_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/tokenizer.json 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"train_steps_per_second": 1.426 + } + ], + "logging_steps": 5, + "max_steps": 279, + "num_input_tokens_seen": 0, + "num_train_epochs": 3, + "save_steps": 20000, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": false, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 4.312561548997427e+17, + "train_batch_size": 2, + "trial_name": null, + "trial_params": null +} diff --git a/llama/quality_dev_klora/6_128_e3_3e-5/training_args.bin b/llama/quality_dev_klora/6_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..c1f55d6e999a97f986b97c6f02eb9fae03c9e7f5 --- /dev/null +++ b/llama/quality_dev_klora/6_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0521db9cfeda2a7391a4d452f8ec82610e779db614138e93247e3c37edfcb2a +size 8209 diff --git a/llama/quality_dev_klora/7_128_e3_3e-5/README.md b/llama/quality_dev_klora/7_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e23db1e1c81d4e4cc516496b7ae0970f6f6794e8 --- /dev/null +++ b/llama/quality_dev_klora/7_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 7_128_e3_3e-5 + results: [] +--- + + + +# 7_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora/7_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora/7_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..e9cdb0700d4c1176b9a387ed6c11808ee0312e6e --- /dev/null +++ b/llama/quality_dev_klora/7_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "o_proj", + "v_proj", + "q_proj", + "gate_proj", + "k_proj", + "up_proj", + "down_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora/7_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora/7_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..cc9ca0821f77b284563b4e3ac5debd78959b0464 --- /dev/null +++ b/llama/quality_dev_klora/7_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:852aa3f4905061cf6d2ea4133b3c850304a83a5e4da83fdf791bd2fdc240aac9 +size 671150064 diff --git a/llama/quality_dev_klora/7_128_e3_3e-5/all_results.json b/llama/quality_dev_klora/7_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..5edaa86ed2b7c7e7d15fdca1709102d4b0e4223b --- /dev/null +++ b/llama/quality_dev_klora/7_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 1.923142210677637e+17, + "train_loss": 1.3088232658527517, + "train_runtime": 87.2805, + "train_samples": 1422, + "train_samples_per_second": 48.877, + "train_steps_per_second": 1.547 +} \ No newline at end of file diff --git a/llama/quality_dev_klora/7_128_e3_3e-5/chat_template.jinja b/llama/quality_dev_klora/7_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_dev_klora/7_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_dev_klora/7_128_e3_3e-5/config.json b/llama/quality_dev_klora/7_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_dev_klora/7_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + 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b/llama/quality_dev_klora_base/1_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 1_128_e3_3e-5 + results: [] +--- + + + +# 1_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora_base/1_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora_base/1_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..da8c4f01d592499871409f1282f272e78b34f66b --- /dev/null +++ b/llama/quality_dev_klora_base/1_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B", + "bias": "none", + 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b/llama/quality_dev_klora_base/1_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb7d63ef0ededfafe7b05d3def19f420aae48307b243e163be198115b12238e9 +size 8209 diff --git a/llama/quality_dev_klora_base/2_128_e3_3e-5/README.md b/llama/quality_dev_klora_base/2_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..d3d73e5d46458c7a42b53bf23f0f3b4e0a95f4f9 --- /dev/null +++ b/llama/quality_dev_klora_base/2_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 2_128_e3_3e-5 + results: [] +--- + + + +# 2_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff 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generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 3_128_e3_3e-5 + results: [] +--- + + + +# 3_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora_base/3_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora_base/3_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..75bef1c15152ddb891dc770ebf3a0df7f329f024 --- /dev/null +++ b/llama/quality_dev_klora_base/3_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": 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b/llama/quality_dev_klora_base/3_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92007c494e2f17a74e30da40f1f220b2f64d61e20efc3b352bf7aaed28ac34da +size 8209 diff --git a/llama/quality_dev_klora_base/4_128_e3_3e-5/README.md b/llama/quality_dev_klora_base/4_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..041d2785ed5a0e040c277c966998d440ec97083e --- /dev/null +++ b/llama/quality_dev_klora_base/4_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 4_128_e3_3e-5 + results: [] +--- + + + +# 4_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff 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https://git-lfs.github.com/spec/v1 +oid sha256:67ac78d38634779ea172ba92d7d24572b37e511370f02f5019f515eb54e9896f +size 8209 diff --git a/llama/quality_dev_klora_base/5_128_e3_3e-5/README.md b/llama/quality_dev_klora_base/5_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..07914ae5758755d4ee9f2308d4efdb21a374ca6d --- /dev/null +++ b/llama/quality_dev_klora_base/5_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 5_128_e3_3e-5 + results: [] +--- + + + +# 5_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora_base/5_128_e3_3e-5/adapter_config.json 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"gate_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_dev_klora_base/5_128_e3_3e-5/adapter_model.safetensors b/llama/quality_dev_klora_base/5_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..6b6ff6df721016046ed77bef571b9d080f3b031b --- /dev/null +++ b/llama/quality_dev_klora_base/5_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c629c1db087004006fdabd6c912e8e56ea63e2f08a04957521da27242ccb39f +size 671150064 diff --git a/llama/quality_dev_klora_base/5_128_e3_3e-5/all_results.json b/llama/quality_dev_klora_base/5_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..b97a33443f7aea02391506cedf7535058e04dbd9 --- /dev/null +++ b/llama/quality_dev_klora_base/5_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ 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meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 6_128_e3_3e-5 + results: [] +--- + + + +# 6_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: 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0000000000000000000000000000000000000000..66c6117150e00074755a99a14e08c37099af6eb6 --- /dev/null +++ b/llama/quality_dev_klora_base/7_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 7_128_e3_3e-5 + results: [] +--- + + + +# 7_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- gradient_accumulation_steps: 4 +- total_train_batch_size: 32 +- total_eval_batch_size: 4 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_dev_klora_base/7_128_e3_3e-5/adapter_config.json b/llama/quality_dev_klora_base/7_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..48b231f4a4b3279d81f6919e02389a2352a704db --- /dev/null +++ b/llama/quality_dev_klora_base/7_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + 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"should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": false, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 1.923142242889892e+17, + "train_batch_size": 2, + "trial_name": null, + "trial_params": null +} diff --git a/llama/quality_dev_klora_base/7_128_e3_3e-5/training_args.bin b/llama/quality_dev_klora_base/7_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..7e757aad643c20d4cb06a5109f4e47b62daabb94 --- /dev/null +++ b/llama/quality_dev_klora_base/7_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40fd892ddbfa8631e2c83e3baf6a6779e41ccf0e9a210a714a336bf28a1e2ddc +size 8209 diff --git a/llama/quality_train_klora/0_128_e3_3e-5/README.md b/llama/quality_train_klora/0_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..4620ad3f0236b24a2071be13e68ceb40cbb59734 --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 0_128_e3_3e-5 + results: [] +--- + + + +# 0_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/0_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/0_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..336b3e9665ec6c4c7b5e84e972bf7a1ed3881cf8 --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "q_proj", + "v_proj", + "o_proj", + "down_proj", + "k_proj", + "up_proj", + "gate_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/0_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/0_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..bd96453954321a72a3b5251ec0bd2ff6ad408163 --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad32043abe9b3c4e8b33bf2ac223c7306330b358f01c9ee11bb423389566a547 +size 671150064 diff --git a/llama/quality_train_klora/0_128_e3_3e-5/all_results.json b/llama/quality_train_klora/0_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..255a086813f89e53da660438ba0e07d32c91c010 --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 3.7222739676758016e+17, + "train_loss": 1.2606283509454062, + "train_runtime": 171.8531, + "train_samples": 2730, + "train_samples_per_second": 47.657, + "train_steps_per_second": 1.501 +} \ No newline at end of file diff --git a/llama/quality_train_klora/0_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/0_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/0_128_e3_3e-5/config.json b/llama/quality_train_klora/0_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 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b/llama/quality_train_klora/0_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..34c1619adda2eb3100a232ce07540407ac884d3f --- /dev/null +++ b/llama/quality_train_klora/0_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a7c2324607b9b524f523d2766e5e57bb31bde2abd08b21eb98ec846b87f2d61 +size 8273 diff --git a/llama/quality_train_klora/1_128_e3_3e-5/README.md b/llama/quality_train_klora/1_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..57a78e2fbf85dedd539bb48c77d255926f1246c3 --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 1_128_e3_3e-5 + results: [] +--- + + + +# 1_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/1_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/1_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..dd9f1c0add8e35e8634508f1bed4bab637fd0e3d --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "k_proj", + "down_proj", + "q_proj", + "up_proj", + "o_proj", + "gate_proj", + "v_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/1_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/1_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..941872766937d7a354698c9a7e3e87757155d51f --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db8a21017ad84c41271c37c7dd90e6ee337953d64432bb34107ef01773d96f6f +size 671150064 diff --git a/llama/quality_train_klora/1_128_e3_3e-5/all_results.json b/llama/quality_train_klora/1_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..b05bb71e71911148d49af96def70ebb4644d35eb --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.32234734743978e+17, + "train_loss": 1.1958649158477783, + "train_runtime": 190.7172, + "train_samples": 3036, + "train_samples_per_second": 47.757, + "train_steps_per_second": 1.494 +} \ No newline at end of file diff --git a/llama/quality_train_klora/1_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/1_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/1_128_e3_3e-5/config.json b/llama/quality_train_klora/1_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_train_klora/1_128_e3_3e-5/special_tokens_map.json b/llama/quality_train_klora/1_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_train_klora/1_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_train_klora/1_128_e3_3e-5/tokenizer.json 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b/llama/quality_train_klora/1_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f081e84fa5b3cbdea0f4fd7e9054a6954870235e4f411231c4d472486c5cff83 +size 8273 diff --git a/llama/quality_train_klora/2_128_e3_3e-5/README.md b/llama/quality_train_klora/2_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..47f52ff363d829e2d3206f1120b4b22af13c6f10 --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 2_128_e3_3e-5 + results: [] +--- + + + +# 2_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/2_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/2_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..0f584d37027c86e0aa1a1de78685efff32d617ca --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "k_proj", + "o_proj", + "up_proj", + "gate_proj", + "down_proj", + "v_proj", + "q_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/2_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/2_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..87efbad0e4234dec1b59a9c2f91b5b98d341cc6f --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c035391d95d1911a5678b025867dccb0d7316020db28fa5ba53513cb439f4637 +size 671150064 diff --git a/llama/quality_train_klora/2_128_e3_3e-5/all_results.json b/llama/quality_train_klora/2_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..f181378f93bd0fc03fdcfe20f53cee2204357d1e --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.2934527563137024e+17, + "train_loss": 1.1864320437113445, + "train_runtime": 196.6885, + "train_samples": 3060, + "train_samples_per_second": 46.673, + "train_steps_per_second": 1.464 +} \ No newline at end of file diff --git a/llama/quality_train_klora/2_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/2_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/2_128_e3_3e-5/config.json b/llama/quality_train_klora/2_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 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"train_samples_per_second": 46.673, + "train_steps_per_second": 1.464 + } + ], + "logging_steps": 5, + "max_steps": 288, + "num_input_tokens_seen": 0, + "num_train_epochs": 3, + "save_steps": 20000, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": false, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 4.2934527563137024e+17, + "train_batch_size": 2, + "trial_name": null, + "trial_params": null +} diff --git a/llama/quality_train_klora/2_128_e3_3e-5/training_args.bin b/llama/quality_train_klora/2_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..fec50058ae66920453fd94d6e9be95dbc173f405 --- /dev/null +++ b/llama/quality_train_klora/2_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41659f739b3976e78d4c35b2963e78599a9714a793e45a2d2c901e8a18950752 +size 8273 diff --git a/llama/quality_train_klora/3_128_e3_3e-5/README.md b/llama/quality_train_klora/3_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3e929a06d3fbe815035bec2f1b6342adf78effdf --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 3_128_e3_3e-5 + results: [] +--- + + + +# 3_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/3_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/3_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..7bef6c29871b9cb9f43e88d825a5660fd9b30356 --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "down_proj", + "o_proj", + "v_proj", + "q_proj", + "up_proj", + "k_proj", + "gate_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/3_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/3_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..d29758f0d860d67e85d16f51a21271150e22f080 --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e851396757b434506485d3718b22319b2f393f8c8dc10c0aa34716e5baa1f3c +size 671150064 diff --git a/llama/quality_train_klora/3_128_e3_3e-5/all_results.json b/llama/quality_train_klora/3_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..abf0a30db8604123808d8e122ff9ea2a5dd28571 --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.648490472581366e+17, + "train_loss": 1.1995549033386539, + "train_runtime": 204.2546, + "train_samples": 3150, + "train_samples_per_second": 46.266, + "train_steps_per_second": 1.454 +} \ No newline at end of file diff --git a/llama/quality_train_klora/3_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/3_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/3_128_e3_3e-5/config.json b/llama/quality_train_klora/3_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_train_klora/3_128_e3_3e-5/special_tokens_map.json b/llama/quality_train_klora/3_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_train_klora/3_128_e3_3e-5/tokenizer.json 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"trial_name": null, + "trial_params": null +} diff --git a/llama/quality_train_klora/3_128_e3_3e-5/training_args.bin b/llama/quality_train_klora/3_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..1448daaf18fc0c9ae24d69f34d8bec94d42d7ca4 --- /dev/null +++ b/llama/quality_train_klora/3_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4481d46872f5b42dd4a5ab56ee50c1674f2ed6a54285a7d7860d9251a85b07fa +size 8273 diff --git a/llama/quality_train_klora/4_128_e3_3e-5/README.md b/llama/quality_train_klora/4_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..cf74421c6a13179c882c64563f85a6225e4467a4 --- /dev/null +++ b/llama/quality_train_klora/4_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 4_128_e3_3e-5 + results: [] +--- + + + +# 4_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/4_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/4_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..3c03071bbba77ebcde8589acdfbea35a5c7d69ff --- /dev/null +++ b/llama/quality_train_klora/4_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "q_proj", + "k_proj", + "gate_proj", + "up_proj", + "v_proj", + "o_proj", + "down_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/4_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/4_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..31abc9f3050212b2a005109974d4635f264232d9 --- /dev/null +++ b/llama/quality_train_klora/4_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa00330b5b5ae349e2e1d36a21782a10f334d1401f63f1696c518b50598d9d92 +size 671150064 diff --git a/llama/quality_train_klora/4_128_e3_3e-5/all_results.json b/llama/quality_train_klora/4_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..efb1697afff0c86019c7bdd9db63ca41616d191e --- /dev/null +++ b/llama/quality_train_klora/4_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.035120888754995e+17, + "train_loss": 1.158792538996096, + "train_runtime": 181.0117, + "train_samples": 2868, + "train_samples_per_second": 47.533, + "train_steps_per_second": 1.492 +} \ No newline at end of file diff --git a/llama/quality_train_klora/4_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/4_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/4_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/4_128_e3_3e-5/config.json b/llama/quality_train_klora/4_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/4_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 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b/llama/quality_train_klora/5_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 5_128_e3_3e-5 + results: [] +--- + + + +# 5_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/5_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/5_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..d291150c7f5c6260984c1b7b9c48d46a1a89b900 --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "gate_proj", + "k_proj", + "o_proj", + "up_proj", + "q_proj", + "v_proj", + "down_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/5_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/5_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..aa7436bb37ab07ad2a3eea885113fb924e63372f --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08001526f0530967df9c7651a2225c2f3667f58b99bce1ce7d84b32f0ddcdc1f +size 671150064 diff --git a/llama/quality_train_klora/5_128_e3_3e-5/all_results.json b/llama/quality_train_klora/5_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..fef43c8bd17052433b987cd24e8cb9abfcf540b8 --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.5028393872890266e+17, + "train_loss": 1.2036826803102525, + "train_runtime": 200.7939, + "train_samples": 3090, + "train_samples_per_second": 46.167, + "train_steps_per_second": 1.449 +} \ No newline at end of file diff --git a/llama/quality_train_klora/5_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/5_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/5_128_e3_3e-5/config.json b/llama/quality_train_klora/5_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_train_klora/5_128_e3_3e-5/special_tokens_map.json b/llama/quality_train_klora/5_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_train_klora/5_128_e3_3e-5/tokenizer.json 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b/llama/quality_train_klora/5_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..1bf7d81231043e9eee14174a01066f72e658d87e --- /dev/null +++ b/llama/quality_train_klora/5_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f708f9754ed71fe04eb1fcc1b39bebbfffaf479a03071acaeb9aa7ba2006d3a9 +size 8273 diff --git a/llama/quality_train_klora/6_128_e3_3e-5/README.md b/llama/quality_train_klora/6_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..aedaaaab851dfa96c5fa18b5811a4fa0bf5dc406 --- /dev/null +++ b/llama/quality_train_klora/6_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 6_128_e3_3e-5 + results: [] +--- + + + +# 6_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/6_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/6_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..e1625db5d38c6231d28d94fe216c26deefe41611 --- /dev/null +++ b/llama/quality_train_klora/6_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "gate_proj", + "o_proj", + "v_proj", + "k_proj", + "q_proj", + "up_proj", + "down_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/6_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/6_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..49fa04a6bbceeeb3744df1ea1388c457ccaf1b8d --- /dev/null +++ b/llama/quality_train_klora/6_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53f45d93e56423bdd72f7742f8846d81ae60242b941bbc88da4dee6aec3301a5 +size 671150064 diff --git a/llama/quality_train_klora/6_128_e3_3e-5/all_results.json b/llama/quality_train_klora/6_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..b945dec731162650c1ca2138d9c3c90d3c84ce3e --- /dev/null +++ b/llama/quality_train_klora/6_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 4.312561548997427e+17, + "train_loss": 1.184163434531099, + "train_runtime": 197.1208, + "train_samples": 2970, + "train_samples_per_second": 45.201, + "train_steps_per_second": 1.415 +} \ No newline at end of file diff --git a/llama/quality_train_klora/6_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/6_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/6_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/6_128_e3_3e-5/config.json b/llama/quality_train_klora/6_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/6_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 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a/llama/quality_train_klora/7_128_e3_3e-5/README.md b/llama/quality_train_klora/7_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e23db1e1c81d4e4cc516496b7ae0970f6f6794e8 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality +model-index: +- name: 7_128_e3_3e-5 + results: [] +--- + + + +# 7_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/7_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/7_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..38ca42d11100df91976b9c4ec98ede2d57aec307 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "down_proj", + "o_proj", + "v_proj", + "up_proj", + "gate_proj", + "k_proj", + "q_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/7_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/7_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..c413f9d57dd71637d659cf1c1c7ef72527e78239 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:397a5ff4ce3f034504656a086831c4370b28bc8955a8b2a08b31cbea4d6d61d2 +size 671150064 diff --git a/llama/quality_train_klora/7_128_e3_3e-5/all_results.json b/llama/quality_train_klora/7_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..ac7118d4d92156c0d6c60e8da9dbf74548417935 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 1.923142210677637e+17, + "train_loss": 1.3092154308601662, + "train_runtime": 87.5952, + "train_samples": 1422, + "train_samples_per_second": 48.701, + "train_steps_per_second": 1.541 +} \ No newline at end of file diff --git a/llama/quality_train_klora/7_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/7_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/7_128_e3_3e-5/config.json b/llama/quality_train_klora/7_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/llama/quality_train_klora/7_128_e3_3e-5/special_tokens_map.json b/llama/quality_train_klora/7_128_e3_3e-5/special_tokens_map.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/quality_train_klora/7_128_e3_3e-5/tokenizer.json 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"should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": false, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 1.923142210677637e+17, + "train_batch_size": 2, + "trial_name": null, + "trial_params": null +} diff --git a/llama/quality_train_klora/7_128_e3_3e-5/training_args.bin b/llama/quality_train_klora/7_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..b37ae4a5088ef94dce078dbc7f42749913ebbd69 --- /dev/null +++ b/llama/quality_train_klora/7_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3135c8a1e2acab86fd9f7618bd283220671bc885f2b898eea7f9f5fe59b5b07c +size 8273 diff --git a/llama/quality_train_klora/8_128_e3_3e-5/README.md b/llama/quality_train_klora/8_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..98ba3820a21782b815265a1a75642e26ab706f3c --- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 8_128_e3_3e-5 + results: [] +--- + + + +# 8_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/8_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/8_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..d0b854567c98a2813c610ab22505be645dfe93b7 --- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "k_proj", + "v_proj", + "q_proj", + "down_proj", + "gate_proj", + "up_proj", + "o_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/8_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/8_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..3e8666b66e457f49bd6aab0d947397fd36464f90 --- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75bc5ac37a36612029f064286eaa5345d7daa18281422534331ac68980033f15 +size 671150064 diff --git a/llama/quality_train_klora/8_128_e3_3e-5/all_results.json b/llama/quality_train_klora/8_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..be5102c0597929a74ce0a26c987738eb27badd74 --- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 3.478879118588641e+17, + "train_loss": 1.2322281088147844, + "train_runtime": 156.4936, + "train_samples": 2658, + "train_samples_per_second": 50.954, + "train_steps_per_second": 1.61 +} \ No newline at end of file diff --git a/llama/quality_train_klora/8_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/8_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/8_128_e3_3e-5/config.json b/llama/quality_train_klora/8_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 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--- /dev/null +++ b/llama/quality_train_klora/8_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c78196e17ae1ce223540576bd518799f208893a6435232093c1de28056b09a9 +size 8273 diff --git a/llama/quality_train_klora/9_128_e3_3e-5/README.md b/llama/quality_train_klora/9_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..0a42c58a751c4707d6236a05316a27c7c34d7c44 --- /dev/null +++ b/llama/quality_train_klora/9_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 9_128_e3_3e-5 + results: [] +--- + + + +# 9_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 8 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 64 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora/9_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora/9_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..a0c44ffe2cb9d5279d200b8927cc21aad8cb593f --- /dev/null +++ b/llama/quality_train_klora/9_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B-Instruct", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + "layers_to_transform": null, + "loftq_config": {}, + "lora_alpha": 256, + "lora_bias": false, + "lora_dropout": 0.05, + "megatron_config": null, + "megatron_core": "megatron.core", + "modules_to_save": null, + "peft_type": "LORA", + "r": 128, + "rank_pattern": {}, + "revision": null, + "target_modules": [ + "q_proj", + "up_proj", + "o_proj", + "gate_proj", + "down_proj", + "v_proj", + "k_proj" + ], + "task_type": "CAUSAL_LM", + "trainable_token_indices": null, + "use_dora": false, + "use_rslora": false +} \ No newline at end of file diff --git a/llama/quality_train_klora/9_128_e3_3e-5/adapter_model.safetensors b/llama/quality_train_klora/9_128_e3_3e-5/adapter_model.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..a6c187403d897dc0f1cb53fb0358c36f3dfa4fe4 --- /dev/null +++ b/llama/quality_train_klora/9_128_e3_3e-5/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8b65ef5a8bac8553bb378579442d2307b922b60213c060fff5a364d1f6da0a5 +size 671150064 diff --git a/llama/quality_train_klora/9_128_e3_3e-5/all_results.json b/llama/quality_train_klora/9_128_e3_3e-5/all_results.json new file mode 100644 index 0000000000000000000000000000000000000000..2c3ab980bae98881cefa562376c7d7ad805a1e66 --- /dev/null +++ b/llama/quality_train_klora/9_128_e3_3e-5/all_results.json @@ -0,0 +1,9 @@ +{ + "epoch": 3.0, + "total_flos": 3.742046977051853e+17, + "train_loss": 1.1648999679656256, + "train_runtime": 167.7715, + "train_samples": 2688, + "train_samples_per_second": 48.065, + "train_steps_per_second": 1.502 +} \ No newline at end of file diff --git a/llama/quality_train_klora/9_128_e3_3e-5/chat_template.jinja b/llama/quality_train_klora/9_128_e3_3e-5/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/quality_train_klora/9_128_e3_3e-5/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/quality_train_klora/9_128_e3_3e-5/config.json b/llama/quality_train_klora/9_128_e3_3e-5/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/quality_train_klora/9_128_e3_3e-5/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 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+++ b/llama/quality_train_klora/9_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0f77b09fa7d6d9689014b6b70035dbe21faca9e8333e076bb656ec8df2f34d3 +size 8273 diff --git a/llama/quality_train_klora_base/0_128_e3_3e-5/README.md b/llama/quality_train_klora_base/0_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..bfa415e0ee566d233e04cef8f5c32bae05a5c202 --- /dev/null +++ b/llama/quality_train_klora_base/0_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 0_128_e3_3e-5 + results: [] +--- + + + +# 0_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of 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sha256:58c81d36954b63821dd08d938c70112d625f32abddfc90a0dd20fc553433cdbe +size 8209 diff --git a/llama/quality_train_klora_base/1_128_e3_3e-5/README.md b/llama/quality_train_klora_base/1_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..884ec820b0ca7e256f1185740095f9cad0f6d2df --- /dev/null +++ b/llama/quality_train_klora_base/1_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 1_128_e3_3e-5 + results: [] +--- + + + +# 1_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/1_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/1_128_e3_3e-5/adapter_config.json new 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b/llama/quality_train_klora_base/2_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..2f7de843ef59293fc96e49c6a4f6472d9ce00fc9 --- /dev/null +++ b/llama/quality_train_klora_base/2_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 2_128_e3_3e-5 + results: [] +--- + + + +# 2_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/2_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/2_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..2aec71d90b8f1fe0e6f908c2b1f2d2ed738b9df3 --- /dev/null +++ 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0000000000000000000000000000000000000000..3aaab20e2d85c04a74d46f947b5d0c983f685432 --- /dev/null +++ b/llama/quality_train_klora_base/3_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 3_128_e3_3e-5 + results: [] +--- + + + +# 3_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/3_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/3_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..44acaf01f4421e43bdbddce6f2746a40911eeab9 --- /dev/null +++ b/llama/quality_train_klora_base/3_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": 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sha256:48c59566628943ff553afa802d662fd7fa4fb9b08b78c4874863f5d32e6284d3 +size 8209 diff --git a/llama/quality_train_klora_base/4_128_e3_3e-5/README.md b/llama/quality_train_klora_base/4_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..713fc1f7536880d170f81e55bd7534839f9ec077 --- /dev/null +++ b/llama/quality_train_klora_base/4_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 4_128_e3_3e-5 + results: [] +--- + + + +# 4_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/4_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/4_128_e3_3e-5/adapter_config.json new 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b/llama/quality_train_klora_base/5_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..9f17cd0da206e434b0f7afd2259c2d40ed6ce11c --- /dev/null +++ b/llama/quality_train_klora_base/5_128_e3_3e-5/README.md @@ -0,0 +1,62 @@ +--- +library_name: peft +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 5_128_e3_3e-5 + results: [] +--- + + + +# 5_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/5_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/5_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..2858ef12bce7c3509d85d2a148aed4b90cea60b2 --- /dev/null +++ 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file mode 100644 index 0000000000000000000000000000000000000000..12fe24178372b4c200eea13381ec5851e18ffd05 --- /dev/null +++ b/llama/quality_train_klora_base/6_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 6_128_e3_3e-5 + results: [] +--- + + + +# 6_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/6_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/6_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..f4b53ec0d2627401425dd497eb1c3a7625bec4e2 --- /dev/null +++ b/llama/quality_train_klora_base/6_128_e3_3e-5/adapter_config.json @@ 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--- /dev/null +++ b/llama/quality_train_klora_base/7_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 7_128_e3_3e-5 + results: [] +--- + + + +# 7_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/7_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/7_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..a4ec8aa4154cb7fce621bcdc0c96bf27c948afab --- /dev/null +++ b/llama/quality_train_klora_base/7_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B", + 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a/llama/quality_train_klora_base/7_128_e3_3e-5/training_args.bin b/llama/quality_train_klora_base/7_128_e3_3e-5/training_args.bin new file mode 100644 index 0000000000000000000000000000000000000000..d0eade1f27ff01fe422ea54b35978b8d0fde892c --- /dev/null +++ b/llama/quality_train_klora_base/7_128_e3_3e-5/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5938eae2593518f410bb73643895d71ae68603f0a88a66d31932de42ce073992 +size 8209 diff --git a/llama/quality_train_klora_base/8_128_e3_3e-5/README.md b/llama/quality_train_klora_base/8_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..38dc0d81f015f82ba6f9337d87fa51f2e34dd2ad --- /dev/null +++ b/llama/quality_train_klora_base/8_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 8_128_e3_3e-5 + results: [] +--- + + + +# 8_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/8_128_e3_3e-5/adapter_config.json b/llama/quality_train_klora_base/8_128_e3_3e-5/adapter_config.json new file mode 100644 index 0000000000000000000000000000000000000000..e82d21a9ee9d40b0013567c506b113cf1bda0e28 --- /dev/null +++ b/llama/quality_train_klora_base/8_128_e3_3e-5/adapter_config.json @@ -0,0 +1,39 @@ +{ + "alpha_pattern": {}, + "auto_mapping": null, + "base_model_name_or_path": "meta-llama/Llama-3.1-8B", + "bias": "none", + "corda_config": null, + "eva_config": null, + "exclude_modules": null, + "fan_in_fan_out": false, + "inference_mode": true, + "init_lora_weights": true, + "layer_replication": null, + "layers_pattern": null, + 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+oid sha256:8dde560822c73eba952102938e854ab003dc8635ec82b06f772fe418852ce1a7 +size 8209 diff --git a/llama/quality_train_klora_base/9_128_e3_3e-5/README.md b/llama/quality_train_klora_base/9_128_e3_3e-5/README.md new file mode 100644 index 0000000000000000000000000000000000000000..76af88caeff04e26d549f80f7eede9d2a9f12957 --- /dev/null +++ b/llama/quality_train_klora_base/9_128_e3_3e-5/README.md @@ -0,0 +1,63 @@ +--- +library_name: peft +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B +tags: +- alignment-handbook +- generated_from_trainer +datasets: +- /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality +model-index: +- name: 9_128_e3_3e-5 + results: [] +--- + + + +# 9_128_e3_3e-5 + +This model is a fine-tuned version of [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) on the /proj/long-multi/kqian/granite-3b-ablate/kqian-ins/ins/inst/data/klora_data_train/quality dataset. + +## Model description + +More information needed + +## Intended uses & limitations + +More information needed + +## Training and evaluation data + +More information needed + +## Training procedure + +### Training hyperparameters + +The following hyperparameters were used during training: +- learning_rate: 3e-05 +- train_batch_size: 2 +- eval_batch_size: 1 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 8 +- gradient_accumulation_steps: 2 +- total_train_batch_size: 32 +- total_eval_batch_size: 8 +- optimizer: Use adamw_torch with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_ratio: 0.05 +- num_epochs: 3.0 + +### Training results + + + +### Framework versions + +- PEFT 0.15.2 +- Transformers 4.52.4 +- Pytorch 2.7.0+cu126 +- Datasets 3.6.0 +- Tokenizers 0.21.2 \ No newline at end of file diff --git a/llama/quality_train_klora_base/9_128_e3_3e-5/adapter_config.json 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a/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/chat_template.jinja b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..33089ace1be88f22a10fe861ad49718d5d886090 --- /dev/null +++ b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/chat_template.jinja @@ -0,0 +1,109 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- set date_string = "26 Jul 2024" %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message + builtin tools #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if builtin_tools is defined or tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{%- if builtin_tools is defined %} + {{- "Tools: " + builtin_tools | reject('equalto', 'code_interpreter') | join(", ") + "\n\n"}} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {%- if builtin_tools is defined and tool_call.name in builtin_tools %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- "<|python_tag|>" + tool_call.name + ".call(" }} + {%- for arg_name, arg_val in tool_call.arguments | items %} + {{- arg_name + '="' + arg_val + '"' }} + {%- if not loop.last %} + {{- ", " }} + {%- endif %} + {%- endfor %} + {{- ")" }} + {%- else %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {%- endif %} + {%- if builtin_tools is defined %} + {#- This means we're in ipython mode #} + {{- "<|eom_id|>" }} + {%- else %} + {{- "<|eot_id|>" }} + {%- endif %} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/config.json b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/config.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce53acf389baaeb67165e24e9c851a84aaaec95 --- /dev/null +++ b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 8.0, + "high_freq_factor": 4.0, 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100644 index 0000000000000000000000000000000000000000..ca9da6d1141adb2d968d869bf31b68250eac3c0f --- /dev/null +++ b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/special_tokens_map.json @@ -0,0 +1,17 @@ +{ + "bos_token": { + "content": "<|begin_of_text|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|eot_id|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": "<|reserved_special_token_247|>" +} diff --git a/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/tokenizer.json b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/tokenizer.json new file mode 100644 index 0000000000000000000000000000000000000000..1c1d8d5c9024994f1d3b00f9662b8dd89ca13cf2 --- /dev/null +++ b/llama/skill_paraphrase_4_instruct/64_e1_3.0e-05/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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