Training in progress, step 50, checkpoint

last-checkpoint/README.md

@@ -0,0 +1,202 @@
+---
+base_model: unsloth/Phi-3-medium-4k-instruct
+library_name: peft
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.13.2

last-checkpoint/adapter_config.json

@@ -0,0 +1,34 @@
+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "unsloth/Phi-3-medium-4k-instruct",
+  "bias": "none",
+  "fan_in_fan_out": null,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 16,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "q_proj",
+    "k_proj",
+    "down_proj",
+    "gate_proj",
+    "o_proj",
+    "v_proj",
+    "up_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

last-checkpoint/adapter_model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13c47047a7810cd10640e4dbbcb9c9e3786821dd5703654f3a5450960e23ba5f
+size 131146352

last-checkpoint/added_tokens.json

@@ -0,0 +1,13 @@
+{
+  "<|assistant|>": 32001,
+  "<|endoftext|>": 32000,
+  "<|end|>": 32007,
+  "<|placeholder1|>": 32002,
+  "<|placeholder2|>": 32003,
+  "<|placeholder3|>": 32004,
+  "<|placeholder4|>": 32005,
+  "<|placeholder5|>": 32008,
+  "<|placeholder6|>": 32009,
+  "<|system|>": 32006,
+  "<|user|>": 32010
+}

last-checkpoint/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7829369a95834ff72490cda6890c8b72f0033ea024b507cf60a217950d1d928
+size 67209940

last-checkpoint/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c852537793a2010ed4f6826a2c037383b273550725f689e6f87f49108a6e044c
+size 14244

last-checkpoint/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce8bf76106e766decc3f7e75c6f71119ee06b56c1b72861e39f3f87a12f45796
+size 1064

last-checkpoint/special_tokens_map.json

@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|placeholder6|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

last-checkpoint/tokenizer.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

last-checkpoint/tokenizer_config.json

@@ -0,0 +1,131 @@
+{
+  "add_bos_token": false,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "32000": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32001": {
+      "content": "<|assistant|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32002": {
+      "content": "<|placeholder1|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32003": {
+      "content": "<|placeholder2|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32004": {
+      "content": "<|placeholder3|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32005": {
+      "content": "<|placeholder4|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32006": {
+      "content": "<|system|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32007": {
+      "content": "<|end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32008": {
+      "content": "<|placeholder5|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    },
+    "32009": {
+      "content": "<|placeholder6|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "32010": {
+      "content": "<|user|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "legacy": false,
+  "model_max_length": 4096,
+  "pad_token": "<|placeholder6|>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

last-checkpoint/trainer_state.json

@@ -0,0 +1,383 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 0.0013430751047598581,
+  "eval_steps": 500,
+  "global_step": 50,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 2.6861502095197165e-05,
+      "grad_norm": 0.9079805016517639,
+      "learning_rate": 2e-05,
+      "loss": 5.1449,
+      "step": 1
+    },
+    {
+      "epoch": 5.372300419039433e-05,
+      "grad_norm": 1.1043980121612549,
+      "learning_rate": 4e-05,
+      "loss": 4.9052,
+      "step": 2
+    },
+    {
+      "epoch": 8.05845062855915e-05,
+      "grad_norm": 1.1937360763549805,
+      "learning_rate": 6e-05,
+      "loss": 5.1465,
+      "step": 3
+    },
+    {
+      "epoch": 0.00010744600838078866,
+      "grad_norm": 3.707120180130005,
+      "learning_rate": 8e-05,
+      "loss": 5.3884,
+      "step": 4
+    },
+    {
+      "epoch": 0.00013430751047598582,
+      "grad_norm": 1.2312233448028564,
+      "learning_rate": 0.0001,
+      "loss": 5.7386,
+      "step": 5
+    },
+    {
+      "epoch": 0.000161169012571183,
+      "grad_norm": 1.418683648109436,
+      "learning_rate": 9.999999999999938e-05,
+      "loss": 5.7863,
+      "step": 6
+    },
+    {
+      "epoch": 0.00018803051466638015,
+      "grad_norm": 1.7924962043762207,
+      "learning_rate": 9.999999999999754e-05,
+      "loss": 5.23,
+      "step": 7
+    },
+    {
+      "epoch": 0.00021489201676157732,
+      "grad_norm": 1.8357185125350952,
+      "learning_rate": 9.999999999999445e-05,
+      "loss": 4.9708,
+      "step": 8
+    },
+    {
+      "epoch": 0.00024175351885677448,
+      "grad_norm": 1.7411339282989502,
+      "learning_rate": 9.999999999999014e-05,
+      "loss": 4.9414,
+      "step": 9
+    },
+    {
+      "epoch": 0.00026861502095197165,
+      "grad_norm": 1.7914339303970337,
+      "learning_rate": 9.999999999998458e-05,
+      "loss": 4.6556,
+      "step": 10
+    },
+    {
+      "epoch": 0.0002954765230471688,
+      "grad_norm": 1.8011003732681274,
+      "learning_rate": 9.99999999999778e-05,
+      "loss": 4.2169,
+      "step": 11
+    },
+    {
+      "epoch": 0.000322338025142366,
+      "grad_norm": 1.3325257301330566,
+      "learning_rate": 9.999999999996978e-05,
+      "loss": 4.1794,
+      "step": 12
+    },
+    {
+      "epoch": 0.00034919952723756314,
+      "grad_norm": 1.4623206853866577,
+      "learning_rate": 9.999999999996053e-05,
+      "loss": 4.4874,
+      "step": 13
+    },
+    {
+      "epoch": 0.0003760610293327603,
+      "grad_norm": 1.2885961532592773,
+      "learning_rate": 9.999999999995005e-05,
+      "loss": 4.0216,
+      "step": 14
+    },
+    {
+      "epoch": 0.00040292253142795747,
+      "grad_norm": 1.2243579626083374,
+      "learning_rate": 9.999999999993833e-05,
+      "loss": 3.9258,
+      "step": 15
+    },
+    {
+      "epoch": 0.00042978403352315463,
+      "grad_norm": 1.3720817565917969,
+      "learning_rate": 9.999999999992537e-05,
+      "loss": 4.0791,
+      "step": 16
+    },
+    {
+      "epoch": 0.0004566455356183518,
+      "grad_norm": 1.672309398651123,
+      "learning_rate": 9.999999999991118e-05,
+      "loss": 4.1378,
+      "step": 17
+    },
+    {
+      "epoch": 0.00048350703771354896,
+      "grad_norm": 1.2076022624969482,
+      "learning_rate": 9.999999999989576e-05,
+      "loss": 3.5104,
+      "step": 18
+    },
+    {
+      "epoch": 0.0005103685398087461,
+      "grad_norm": 1.3783760070800781,
+      "learning_rate": 9.99999999998791e-05,
+      "loss": 3.9612,
+      "step": 19
+    },
+    {
+      "epoch": 0.0005372300419039433,
+      "grad_norm": 1.3485159873962402,
+      "learning_rate": 9.999999999986121e-05,
+      "loss": 3.8829,
+      "step": 20
+    },
+    {
+      "epoch": 0.0005640915439991404,
+      "grad_norm": 1.6064331531524658,
+      "learning_rate": 9.999999999984209e-05,
+      "loss": 4.1337,
+      "step": 21
+    },
+    {
+      "epoch": 0.0005909530460943376,
+      "grad_norm": 1.2591063976287842,
+      "learning_rate": 9.999999999982173e-05,
+      "loss": 3.4452,
+      "step": 22
+    },
+    {
+      "epoch": 0.0006178145481895347,
+      "grad_norm": 1.456554651260376,
+      "learning_rate": 9.999999999980015e-05,
+      "loss": 3.49,
+      "step": 23
+    },
+    {
+      "epoch": 0.000644676050284732,
+      "grad_norm": 1.4870679378509521,
+      "learning_rate": 9.999999999977731e-05,
+      "loss": 3.829,
+      "step": 24
+    },
+    {
+      "epoch": 0.0006715375523799291,
+      "grad_norm": 1.3454641103744507,
+      "learning_rate": 9.999999999975327e-05,
+      "loss": 3.7703,
+      "step": 25
+    },
+    {
+      "epoch": 0.0006983990544751263,
+      "grad_norm": 1.5091837644577026,
+      "learning_rate": 9.999999999972798e-05,
+      "loss": 3.7927,
+      "step": 26
+    },
+    {
+      "epoch": 0.0007252605565703234,
+      "grad_norm": 1.527295708656311,
+      "learning_rate": 9.999999999970144e-05,
+      "loss": 3.6802,
+      "step": 27
+    },
+    {
+      "epoch": 0.0007521220586655206,
+      "grad_norm": 1.5174264907836914,
+      "learning_rate": 9.999999999967369e-05,
+      "loss": 3.684,
+      "step": 28
+    },
+    {
+      "epoch": 0.0007789835607607177,
+      "grad_norm": 1.5124770402908325,
+      "learning_rate": 9.99999999996447e-05,
+      "loss": 3.8185,
+      "step": 29
+    },
+    {
+      "epoch": 0.0008058450628559149,
+      "grad_norm": 1.4548962116241455,
+      "learning_rate": 9.999999999961446e-05,
+      "loss": 3.7584,
+      "step": 30
+    },
+    {
+      "epoch": 0.000832706564951112,
+      "grad_norm": 1.470106840133667,
+      "learning_rate": 9.999999999958302e-05,
+      "loss": 3.5163,
+      "step": 31
+    },
+    {
+      "epoch": 0.0008595680670463093,
+      "grad_norm": 1.4147369861602783,
+      "learning_rate": 9.999999999955032e-05,
+      "loss": 3.6908,
+      "step": 32
+    },
+    {
+      "epoch": 0.0008864295691415064,
+      "grad_norm": 1.5790003538131714,
+      "learning_rate": 9.99999999995164e-05,
+      "loss": 3.589,
+      "step": 33
+    },
+    {
+      "epoch": 0.0009132910712367036,
+      "grad_norm": 1.5375813245773315,
+      "learning_rate": 9.999999999948123e-05,
+      "loss": 3.629,
+      "step": 34
+    },
+    {
+      "epoch": 0.0009401525733319007,
+      "grad_norm": 1.5038788318634033,
+      "learning_rate": 9.999999999944484e-05,
+      "loss": 3.691,
+      "step": 35
+    },
+    {
+      "epoch": 0.0009670140754270979,
+      "grad_norm": 1.4857861995697021,
+      "learning_rate": 9.999999999940722e-05,
+      "loss": 3.7313,
+      "step": 36
+    },
+    {
+      "epoch": 0.0009938755775222951,
+      "grad_norm": 1.533119559288025,
+      "learning_rate": 9.999999999936835e-05,
+      "loss": 3.925,
+      "step": 37
+    },
+    {
+      "epoch": 0.0010207370796174921,
+      "grad_norm": 1.562211036682129,
+      "learning_rate": 9.999999999932825e-05,
+      "loss": 3.8762,
+      "step": 38
+    },
+    {
+      "epoch": 0.0010475985817126894,
+      "grad_norm": 1.3962745666503906,
+      "learning_rate": 9.999999999928693e-05,
+      "loss": 3.3351,
+      "step": 39
+    },
+    {
+      "epoch": 0.0010744600838078866,
+      "grad_norm": 1.3966686725616455,
+      "learning_rate": 9.999999999924437e-05,
+      "loss": 3.7117,
+      "step": 40
+    },
+    {
+      "epoch": 0.0011013215859030838,
+      "grad_norm": 1.4492931365966797,
+      "learning_rate": 9.999999999920057e-05,
+      "loss": 3.715,
+      "step": 41
+    },
+    {
+      "epoch": 0.0011281830879982808,
+      "grad_norm": 1.4874073266983032,
+      "learning_rate": 9.999999999915553e-05,
+      "loss": 3.6364,
+      "step": 42
+    },
+    {
+      "epoch": 0.001155044590093478,
+      "grad_norm": 1.5005569458007812,
+      "learning_rate": 9.999999999910928e-05,
+      "loss": 3.712,
+      "step": 43
+    },
+    {
+      "epoch": 0.0011819060921886752,
+      "grad_norm": 1.3945828676223755,
+      "learning_rate": 9.999999999906178e-05,
+      "loss": 3.6228,
+      "step": 44
+    },
+    {
+      "epoch": 0.0012087675942838725,
+      "grad_norm": 1.4671238660812378,
+      "learning_rate": 9.999999999901304e-05,
+      "loss": 3.5543,
+      "step": 45
+    },
+    {
+      "epoch": 0.0012356290963790695,
+      "grad_norm": 1.5679062604904175,
+      "learning_rate": 9.999999999896307e-05,
+      "loss": 3.4235,
+      "step": 46
+    },
+    {
+      "epoch": 0.0012624905984742667,
+      "grad_norm": 1.389269471168518,
+      "learning_rate": 9.999999999891187e-05,
+      "loss": 3.5772,
+      "step": 47
+    },
+    {
+      "epoch": 0.001289352100569464,
+      "grad_norm": 1.628616452217102,
+      "learning_rate": 9.999999999885945e-05,
+      "loss": 3.9661,
+      "step": 48
+    },
+    {
+      "epoch": 0.001316213602664661,
+      "grad_norm": 1.5256599187850952,
+      "learning_rate": 9.999999999880578e-05,
+      "loss": 3.6918,
+      "step": 49
+    },
+    {
+      "epoch": 0.0013430751047598581,
+      "grad_norm": 1.6094127893447876,
+      "learning_rate": 9.999999999875088e-05,
+      "loss": 3.5672,
+      "step": 50
+    }
+  ],
+  "logging_steps": 1,
+  "max_steps": 20000000,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 538,
+  "save_steps": 50,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 6.83113640361984e+16,
+  "train_batch_size": 4,
+  "trial_name": null,
+  "trial_params": null
+}

last-checkpoint/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4538906ee4ac1bf0c2b067aef21997988f4c4f0e4145431a21c6d0a205c9e70
+size 6776