From 9c39abc152b740726105deb257b8b0096d6c511a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 25 Jun 2026 10:31:19 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: cfierro/llama-3.1-8b-fft-othello-snake-fixed-prefix-2e-5 Source: Original Platform --- .gitattributes | 36 + README.md | 168 +++ chat_template.jinja | 109 ++ config.json | 35 + generation_config.json | 12 + model-00001-of-00004.safetensors | 3 + model-00002-of-00004.safetensors | 3 + model-00003-of-00004.safetensors | 3 + model-00004-of-00004.safetensors | 3 + model.safetensors.index.json | 299 +++++ special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 2063 ++++++++++++++++++++++++++++++ train_config.yaml | 87 ++ training_args.bin | 3 + 15 files changed, 2850 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00004.safetensors create mode 100644 model-00002-of-00004.safetensors create mode 100644 model-00003-of-00004.safetensors create mode 100644 model-00004-of-00004.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json create mode 100644 train_config.yaml create mode 100644 training_args.bin diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz 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 +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..f5509f1 --- /dev/null +++ b/README.md @@ -0,0 +1,168 @@ +--- +library_name: transformers +license: llama3.1 +base_model: meta-llama/Llama-3.1-8B-Instruct +tags: +- generated_from_trainer +datasets: +- cfierro/othello-snake-llama3-fixed-prefix +- cfierro/othello-snake-llama3-fixed-prefix +- cfierro/othello-snake-llama3-fixed-prefix +- cfierro/othello-snake-llama3-fixed-prefix +model-index: +- name: scratch/project/eu-26-55/knowledge-ft/axolotl/models/llama-3.1-8b-fft-othello-snake-fixed-prefix-2e-5 + results: [] +--- + + + +[Built with Axolotl](https://github.com/axolotl-ai-cloud/axolotl) +
See axolotl config + +axolotl version: `0.10.0` +```yaml +base_model: meta-llama/Llama-3.1-8B-Instruct +model_type: LlamaForCausalLM +tokenizer_type: AutoTokenizer + +load_in_8bit: false +load_in_4bit: false + +# --- Dataset: continued pre-training with a masked constant prefix --- +# type: input_output gives per-segment loss masking (template-free). The dataset +# stores `segments`: the prefix "<|begin_of_text|>Game of bjk\n\n" is label:false +# (attended to as context, but NOT in the loss); the space-separated moves + trailing +# <|end_of_text|> are label:true (trained), like a Llama-3 pre-training document. +# Built by data/push_input_output_dataset.py. +# Trains on ALL four cumulative shards (full 50k-game scale). Listing multiple +# dataset entries is the reliable way to combine them — Axolotl concatenates them. +# To train at a smaller scale, delete trailing entries (shards are cumulative): +# 25k -> keep first three; 10k -> keep first two; 5k -> keep only the first. +# (Concise alternative, if your Axolotl forwards split arithmetic to load_dataset: +# a single entry with split: games_0_5k+games_5k_10k+games_10k_25k+games_25k_50k) +datasets: + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_0_5k + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_5k_10k + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_10k_25k + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_25k_50k +train_on_inputs: false # REQUIRED for input_output masking to take effect +dataset_prepared_path: /scratch/project/eu-26-55/knowledge-ft/axolotl/datasets/llama-3.1-8b/othello-snake-llama3-fixed-prefix +val_set_size: 0.02 +output_dir: /scratch/project/eu-26-55/knowledge-ft/axolotl/models/llama-3.1-8b-fft-othello-snake-fixed-prefix-2e-5 + +sequence_len: 1024 # games are ~200 tokens max; long context is unused here +sample_packing: true # pack many short games per sequence (block-diagonal attn) +eval_sample_packing: false + +# No LoRA — full fine-tuning + +wandb_project: othello-snake-ft +wandb_entity: cfierro +wandb_watch: +wandb_name: llama-3.1-8b-fft-fixed-prefix-2e-5 +wandb_log_model: "false" + +# --- Multi-GPU: 4x A40 (48GB) per node --- +# Full FT of an 8B model needs ZeRO-3 to shard weights+grads+optimizer. +# Effective batch = 4 GPUs * micro 4 * grad_accum 1 = 8 packed sequences. +# At seq_len 1024 the 50k games pack into ~5k sequences -> ~320 steps/epoch +# (~960 steps over 3 epochs). +gradient_accumulation_steps: 1 +micro_batch_size: 4 +num_epochs: 3 +#max_steps: 500 +# Checkpoint + evaluate once per epoch. (Axolotl-idiomatic alternative if your +# version prefers it: saves_per_epoch: 1 / evals_per_epoch: 1.) +save_strategy: epoch +eval_strategy: epoch # uses val_set_size 0.02 (else the val split is never evaluated) + +optimizer: adamw_bnb_8bit +lr_scheduler: cosine +learning_rate: 2e-5 + +bf16: auto +tf32: false + +gradient_checkpointing: true +resume_from_checkpoint: +logging_steps: 1 +flash_attention: true + +warmup_ratio: 0.03 +save_total_limit: 3 # keep all per-epoch checkpoints +weight_decay: 0.0 +special_tokens: + pad_token: <|end_of_text|> + +# DeepSpeed ZeRO Stage 3 — shards weights, gradients, and optimizer across GPUs +deepspeed: deepspeed_configs/zero3.json + +# Verify the loss mask before training: +# axolotl preprocess axolotl_configs/fullft-othello-snake-8b.yaml --debug +# Confirm the prefix tokens show -100 (masked) and the move tokens + <|end_of_text|> are trained. + +``` + +

+ +# scratch/project/eu-26-55/knowledge-ft/axolotl/models/llama-3.1-8b-fft-othello-snake-fixed-prefix-2e-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 cfierro/othello-snake-llama3-fixed-prefix, the cfierro/othello-snake-llama3-fixed-prefix, the cfierro/othello-snake-llama3-fixed-prefix and the cfierro/othello-snake-llama3-fixed-prefix datasets. +It achieves the following results on the evaluation set: +- Loss: 0.2668 + +## 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: 2e-05 +- train_batch_size: 4 +- eval_batch_size: 4 +- seed: 42 +- distributed_type: multi-GPU +- num_devices: 4 +- total_train_batch_size: 16 +- total_eval_batch_size: 16 +- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments +- lr_scheduler_type: cosine +- lr_scheduler_warmup_steps: 28 +- training_steps: 951 + +### Training results + +| Training Loss | Epoch | Step | Validation Loss | +|:-------------:|:-----:|:----:|:---------------:| +| No log | 0 | 0 | 1.4982 | +| 0.2808 | 1.0 | 317 | 0.2806 | +| 0.2629 | 2.0 | 634 | 0.2679 | +| 0.2543 | 3.0 | 951 | 0.2668 | + + +### Framework versions + +- Transformers 4.57.3 +- Pytorch 2.9.0+cu128 +- Datasets 3.5.0 +- Tokenizers 0.22.2 diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..33089ac --- /dev/null +++ b/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/config.json b/config.json new file mode 100644 index 0000000..e986cdb --- /dev/null +++ b/config.json @@ -0,0 +1,35 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "bfloat16", + "eos_token_id": 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, + "transformers_version": "4.57.3", + "use_cache": false, 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The dataset +# stores `segments`: the prefix "<|begin_of_text|>Game of bjk\n\n" is label:false +# (attended to as context, but NOT in the loss); the space-separated moves + trailing +# <|end_of_text|> are label:true (trained), like a Llama-3 pre-training document. +# Built by data/push_input_output_dataset.py. +# Trains on ALL four cumulative shards (full 50k-game scale). Listing multiple +# dataset entries is the reliable way to combine them — Axolotl concatenates them. +# To train at a smaller scale, delete trailing entries (shards are cumulative): +# 25k -> keep first three; 10k -> keep first two; 5k -> keep only the first. +# (Concise alternative, if your Axolotl forwards split arithmetic to load_dataset: +# a single entry with split: games_0_5k+games_5k_10k+games_10k_25k+games_25k_50k) +datasets: + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_0_5k + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_5k_10k + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_10k_25k + - path: cfierro/othello-snake-llama3-fixed-prefix + type: input_output + split: games_25k_50k +train_on_inputs: false # REQUIRED for input_output masking to take effect +dataset_prepared_path: /scratch/project/eu-26-55/knowledge-ft/axolotl/datasets/llama-3.1-8b/othello-snake-llama3-fixed-prefix +val_set_size: 0.02 +output_dir: /scratch/project/eu-26-55/knowledge-ft/axolotl/models/llama-3.1-8b-fft-othello-snake-fixed-prefix-2e-5 + +sequence_len: 1024 # games are ~200 tokens max; long context is unused here +sample_packing: true # pack many short games per sequence (block-diagonal attn) +eval_sample_packing: false + +# No LoRA — full fine-tuning + +wandb_project: othello-snake-ft +wandb_entity: cfierro +wandb_watch: +wandb_name: llama-3.1-8b-fft-fixed-prefix-2e-5 +wandb_log_model: "false" + +# --- Multi-GPU: 4x A40 (48GB) per node --- +# Full FT of an 8B model needs ZeRO-3 to shard weights+grads+optimizer. +# Effective batch = 4 GPUs * micro 4 * grad_accum 1 = 8 packed sequences. +# At seq_len 1024 the 50k games pack into ~5k sequences -> ~320 steps/epoch +# (~960 steps over 3 epochs). +gradient_accumulation_steps: 1 +micro_batch_size: 4 +num_epochs: 3 +#max_steps: 500 +# Checkpoint + evaluate once per epoch. (Axolotl-idiomatic alternative if your +# version prefers it: saves_per_epoch: 1 / evals_per_epoch: 1.) +save_strategy: epoch +eval_strategy: epoch # uses val_set_size 0.02 (else the val split is never evaluated) + +optimizer: adamw_bnb_8bit +lr_scheduler: cosine +learning_rate: 2e-5 + +bf16: auto +tf32: false + +gradient_checkpointing: true +resume_from_checkpoint: +logging_steps: 1 +flash_attention: true + +warmup_ratio: 0.03 +save_total_limit: 3 # keep all per-epoch checkpoints +weight_decay: 0.0 +special_tokens: + pad_token: <|end_of_text|> + +# DeepSpeed ZeRO Stage 3 — shards weights, gradients, and optimizer across GPUs +deepspeed: deepspeed_configs/zero3.json + +# Verify the loss mask before training: +# axolotl preprocess axolotl_configs/fullft-othello-snake-8b.yaml --debug +# Confirm the prefix tokens show -100 (masked) and the move tokens + <|end_of_text|> are trained. diff --git a/training_args.bin b/training_args.bin new file mode 100644 index 0000000..923e017 --- /dev/null +++ b/training_args.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d3d267f827a6273afd10e6b6722e7f34229e6aa46335833365b22c74944facb +size 9169