初始化项目,由ModelHub XC社区提供模型
Model: kth8/gemma-3-270m-it-Docker-Compose Source: Original Platform
This commit is contained in:
36
.gitattributes
vendored
Normal file
36
.gitattributes
vendored
Normal file
@@ -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
|
||||||
59
README.md
Normal file
59
README.md
Normal file
@@ -0,0 +1,59 @@
|
|||||||
|
---
|
||||||
|
license: gemma
|
||||||
|
language:
|
||||||
|
- en
|
||||||
|
base_model: unsloth/gemma-3-270m-it
|
||||||
|
datasets:
|
||||||
|
- kth8/docker-compose-20000x
|
||||||
|
pipeline_tag: text-generation
|
||||||
|
library_name: transformers
|
||||||
|
tags:
|
||||||
|
- sft
|
||||||
|
- trl
|
||||||
|
- unsloth
|
||||||
|
- google
|
||||||
|
- gemma
|
||||||
|
- gemma3
|
||||||
|
- gemma3_text
|
||||||
|
---
|
||||||
|
A **full fine-tune** of [unsloth/gemma-3-270m-it](https://huggingface.co/unsloth/gemma-3-270m-it) on the [kth8/docker-compose-20000x](https://huggingface.co/datasets/kth8/docker-compose-20000x) dataset.
|
||||||
|
|
||||||
|
## Usage example
|
||||||
|
**System prompt**
|
||||||
|
```
|
||||||
|
You are a helpful assistant.
|
||||||
|
```
|
||||||
|
**User prompt**
|
||||||
|
```
|
||||||
|
Show me the docker-compose.yml for this command: docker container run --name fba_blue-chip --cpuset-cpus 3,3 --workdir /home/proconsulates/sandor --log-driver gelf --log-opt gelf-address=udp://localhost:53559 --blkio-weight-device /dev/sdg8:439 ghcr.io/asparagine/gesturing:nightly --warn --full --read-only
|
||||||
|
```
|
||||||
|
## Model Details
|
||||||
|
|
||||||
|
- Base Model: `unsloth/gemma-3-270m-it`
|
||||||
|
- Parameter Count: 268098176
|
||||||
|
- Training Method: Full Fine-Tune (FFT) - All parameters updated.
|
||||||
|
- Precision: torch.bfloat16
|
||||||
|
|
||||||
|
## Training stats
|
||||||
|
- global_step: 2307
|
||||||
|
- training_loss: 0.03397511645447863
|
||||||
|
- train_runtime: 6456.2772
|
||||||
|
- train_samples_per_second: 2.858
|
||||||
|
- train_steps_per_second: 0.357
|
||||||
|
- total_flos: 3357685821331968.0
|
||||||
|
- epoch: 1.0
|
||||||
|
|
||||||
|
## Hardware
|
||||||
|
- GPU: NVIDIA L4
|
||||||
|
|
||||||
|
## Framework versions
|
||||||
|
- Unsloth: 2026.3.4
|
||||||
|
- TRL: 0.22.2
|
||||||
|
- Transformers: 4.56.2
|
||||||
|
- Pytorch: 2.10.0+cu128
|
||||||
|
- Datasets: 4.3.0
|
||||||
|
- Tokenizers: 0.22.2
|
||||||
|
|
||||||
|
## License
|
||||||
|
|
||||||
|
This model is released under the Gemma license. See the [Gemma Terms of Use](https://ai.google.dev/gemma/terms) for details.
|
||||||
3
added_tokens.json
Normal file
3
added_tokens.json
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
{
|
||||||
|
"<image_soft_token>": 262144
|
||||||
|
}
|
||||||
50
chat_template.jinja
Normal file
50
chat_template.jinja
Normal file
@@ -0,0 +1,50 @@
|
|||||||
|
{# Unsloth Chat template fixes #}
|
||||||
|
{{ bos_token }}
|
||||||
|
{%- if messages[0]['role'] == 'system' -%}
|
||||||
|
{%- if messages[0]['content'] is string -%}
|
||||||
|
{%- set first_user_prefix = messages[0]['content'] + '
|
||||||
|
|
||||||
|
' -%}
|
||||||
|
{%- else -%}
|
||||||
|
{%- set first_user_prefix = messages[0]['content'][0]['text'] + '
|
||||||
|
|
||||||
|
' -%}
|
||||||
|
{%- endif -%}
|
||||||
|
{%- set loop_messages = messages[1:] -%}
|
||||||
|
{%- else -%}
|
||||||
|
{%- set first_user_prefix = "" -%}
|
||||||
|
{%- set loop_messages = messages -%}
|
||||||
|
{%- endif -%}
|
||||||
|
{%- for message in loop_messages -%}
|
||||||
|
{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
|
||||||
|
{{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
|
||||||
|
{%- endif -%}
|
||||||
|
{%- if (message['role'] == 'assistant') -%}
|
||||||
|
{%- set role = "model" -%}
|
||||||
|
{%- else -%}
|
||||||
|
{%- set role = message['role'] -%}
|
||||||
|
{%- endif -%}
|
||||||
|
{{ '<start_of_turn>' + role + '
|
||||||
|
' + (first_user_prefix if loop.first else "") }}
|
||||||
|
{%- if message['content'] is string -%}
|
||||||
|
{{ message['content'] | trim }}
|
||||||
|
{%- elif message['content'] is iterable -%}
|
||||||
|
{%- for item in message['content'] -%}
|
||||||
|
{%- if item['type'] == 'image' -%}
|
||||||
|
{{ '<start_of_image>' }}
|
||||||
|
{%- elif item['type'] == 'text' -%}
|
||||||
|
{{ item['text'] | trim }}
|
||||||
|
{%- endif -%}
|
||||||
|
{%- endfor -%}
|
||||||
|
{%- elif message['content'] is defined -%}
|
||||||
|
{{ raise_exception("Invalid content type") }}
|
||||||
|
{%- endif -%}
|
||||||
|
{{ '<end_of_turn>
|
||||||
|
' }}
|
||||||
|
{%- endfor -%}
|
||||||
|
{%- if add_generation_prompt -%}
|
||||||
|
{{'<start_of_turn>model
|
||||||
|
'}}
|
||||||
|
{%- endif -%}
|
||||||
|
|
||||||
|
{# Copyright 2025-present Unsloth. Apache 2.0 License. #}
|
||||||
57
config.json
Normal file
57
config.json
Normal file
@@ -0,0 +1,57 @@
|
|||||||
|
{
|
||||||
|
"_sliding_window_pattern": 6,
|
||||||
|
"architectures": [
|
||||||
|
"Gemma3ForCausalLM"
|
||||||
|
],
|
||||||
|
"attention_bias": false,
|
||||||
|
"attention_dropout": 0.0,
|
||||||
|
"attn_logit_softcapping": null,
|
||||||
|
"bos_token_id": 2,
|
||||||
|
"dtype": "bfloat16",
|
||||||
|
"eos_token_id": 106,
|
||||||
|
"final_logit_softcapping": null,
|
||||||
|
"head_dim": 256,
|
||||||
|
"hidden_activation": "gelu_pytorch_tanh",
|
||||||
|
"hidden_size": 640,
|
||||||
|
"initializer_range": 0.02,
|
||||||
|
"intermediate_size": 2048,
|
||||||
|
"layer_types": [
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"full_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"full_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"sliding_attention",
|
||||||
|
"full_attention"
|
||||||
|
],
|
||||||
|
"max_position_embeddings": 32768,
|
||||||
|
"model_name": "unsloth/gemma-3-270m-it",
|
||||||
|
"model_type": "gemma3_text",
|
||||||
|
"num_attention_heads": 4,
|
||||||
|
"num_hidden_layers": 18,
|
||||||
|
"num_key_value_heads": 1,
|
||||||
|
"pad_token_id": 0,
|
||||||
|
"query_pre_attn_scalar": 256,
|
||||||
|
"rms_norm_eps": 1e-06,
|
||||||
|
"rope_local_base_freq": 10000.0,
|
||||||
|
"rope_scaling": null,
|
||||||
|
"rope_theta": 1000000.0,
|
||||||
|
"sliding_window": 512,
|
||||||
|
"transformers_version": "4.56.2",
|
||||||
|
"unsloth_fixed": true,
|
||||||
|
"unsloth_version": "2026.3.4",
|
||||||
|
"use_bidirectional_attention": false,
|
||||||
|
"use_cache": true,
|
||||||
|
"vocab_size": 262144
|
||||||
|
}
|
||||||
14
generation_config.json
Normal file
14
generation_config.json
Normal file
@@ -0,0 +1,14 @@
|
|||||||
|
{
|
||||||
|
"bos_token_id": 2,
|
||||||
|
"cache_implementation": "hybrid",
|
||||||
|
"do_sample": true,
|
||||||
|
"eos_token_id": [
|
||||||
|
1,
|
||||||
|
106
|
||||||
|
],
|
||||||
|
"max_length": 32768,
|
||||||
|
"pad_token_id": 0,
|
||||||
|
"top_k": 64,
|
||||||
|
"top_p": 0.95,
|
||||||
|
"transformers_version": "4.56.2"
|
||||||
|
}
|
||||||
3
model.safetensors
Normal file
3
model.safetensors
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:3ac98e58dfce416ff4071c1d2dff329f58bbcde83a16963088076c34e890632e
|
||||||
|
size 536223056
|
||||||
33
special_tokens_map.json
Normal file
33
special_tokens_map.json
Normal file
@@ -0,0 +1,33 @@
|
|||||||
|
{
|
||||||
|
"boi_token": "<start_of_image>",
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<bos>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eoi_token": "<end_of_image>",
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<end_of_turn>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"image_token": "<image_soft_token>",
|
||||||
|
"pad_token": {
|
||||||
|
"content": "<pad>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"unk_token": {
|
||||||
|
"content": "<unk>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:4667f2089529e8e7657cfb6d1c19910ae71ff5f28aa7ab2ff2763330affad795
|
||||||
|
size 33384568
|
||||||
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:1299c11d7cf632ef3b4e11937501358ada021bbdf7c47638d13c0ee982f2e79c
|
||||||
|
size 4689074
|
||||||
51346
tokenizer_config.json
Normal file
51346
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user