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SD-Prompter-1.5B-V0.1-gguf

Delta-Vector / SD-Prompter-1.5B-V0.1-gguf

Run on huggingface.co
huggingface.co
Total runs: 144
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 08 2024

Introduction of SD-Prompter-1.5B-V0.1-gguf

Model Details of SD-Prompter-1.5B-V0.1-gguf

This is the first in a line of models dedicated to creating Stable-Diffusion prompts when given a character appearance, This has been finetuned ontop of NewEden/Qwen-1.5B-Claude .

Prompting

Model has been tuned with the Alapaca formatting. A typical input would look like this: 

### Instruction:
Create a prompt for Stable Diffusion based on the information below.
### Input:
Rae has short has dark brown hair and brown eyes, She is commonly seen wearing her Royal Academy uniform, which consists of a red jacket with gold lines, a white ruffled necktie, a red bow tie with an attached blue gem, and a long black skirt with white lines. Along with her uniform, she wears black leggings and brown shoes. 
### Response:
System Prompting

I would highly recommend using the following system prompt for this model. 

Create a prompt for Stable Diffusion based on the information below.
Axolotl Config
See Axolotl Trainer config 
base_model: NewEden/Qwen-1.5B-Claude
model_type: AutoModelForCausalLM
tokenizer_type: AutoTokenizer

trust_remote_code: true

load_in_8bit: false
load_in_4bit: false
strict: false

datasets:
  - path: civit-slop-combined.jsonl 
    type: alpaca
    conversation: mpt-30b-instruct

chat_template: alpaca

dataset_prepared_path:
val_set_size: 0.05
output_dir: ./outputs/sd-prompter
sequence_len: 2048
sample_packing: true
eval_sample_packing: false
pad_to_sequence_len: true

adapter:
lora_model_dir:
lora_r:
lora_alpha:
lora_dropout:
lora_target_linear: true
lora_fan_in_fan_out:

wandb_project: SDprompt-qwen
wandb_entity:
wandb_watch:
wandb_name: qwen1.5b-2
wandb_log_model:

gradient_accumulation_steps: 64
micro_batch_size: 2
num_epochs: 3
optimizer: adamw_torch
lr_scheduler: cosine
learning_rate: 0.00002

train_on_inputs: false
group_by_length: false
bf16: auto
fp16:
tf32: true

gradient_checkpointing: true
gradient_checkpointing_kwargs:
  use_reentrant: false
early_stopping_patience:
resume_from_checkpoint:
local_rank:
logging_steps: 1
xformers_attention:
flash_attention: true

warmup_ratio: 0.05
evals_per_epoch: 4
saves_per_epoch: 1
debug:
#deepspeed: deepspeed_configs/zero2.json
#deepspeed: /training/axolotl/axolotl/deepspeed_configs/zero2.json
weight_decay: 0.0
#fsdp:
#fsdp_config:
#  fsdp_limit_all_gathers: true
#  fsdp_sync_module_states: true
#  fsdp_offload_params: true
#  fsdp_use_orig_params: false
#  fsdp_cpu_ram_efficient_loading: true
#  fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP
#  fsdp_transformer_layer_cls_to_wrap: Qwen2DecoderLayer
#  fsdp_state_dict_type: FULL_STATE_DICT
special_tokens:

Credits

Thank you to Kubernetes Bad , Lucy Knada , CelineDion , Intervitens , Kalomaze and the rest of Anthracite (But not Alpin.)

Training

The training was done for 2 epochs. I used 2 x RTX 6000s GPUs graciously provided by Kubernetes Bad for the full-parameter fine-tuning of the model.

Runs of Delta-Vector SD-Prompter-1.5B-V0.1-gguf on huggingface.co

144
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About SD-Prompter-1.5B-V0.1-gguf huggingface.co Model

More SD-Prompter-1.5B-V0.1-gguf license Visit here:

https://choosealicense.com/licenses/agpl-3.0

SD-Prompter-1.5B-V0.1-gguf huggingface.co

SD-Prompter-1.5B-V0.1-gguf huggingface.co is an AI model on huggingface.co that provides SD-Prompter-1.5B-V0.1-gguf's model effect (), which can be used instantly with this Delta-Vector SD-Prompter-1.5B-V0.1-gguf model. huggingface.co supports a free trial of the SD-Prompter-1.5B-V0.1-gguf model, and also provides paid use of the SD-Prompter-1.5B-V0.1-gguf. Support call SD-Prompter-1.5B-V0.1-gguf model through api, including Node.js, Python, http.

SD-Prompter-1.5B-V0.1-gguf huggingface.co Url

https://huggingface.co/Delta-Vector/SD-Prompter-1.5B-V0.1-gguf

Delta-Vector SD-Prompter-1.5B-V0.1-gguf online free

SD-Prompter-1.5B-V0.1-gguf huggingface.co is an online trial and call api platform, which integrates SD-Prompter-1.5B-V0.1-gguf's modeling effects, including api services, and provides a free online trial of SD-Prompter-1.5B-V0.1-gguf, you can try SD-Prompter-1.5B-V0.1-gguf online for free by clicking the link below.

Delta-Vector SD-Prompter-1.5B-V0.1-gguf online free url in huggingface.co:

https://huggingface.co/Delta-Vector/SD-Prompter-1.5B-V0.1-gguf

SD-Prompter-1.5B-V0.1-gguf install

SD-Prompter-1.5B-V0.1-gguf is an open source model from GitHub that offers a free installation service, and any user can find SD-Prompter-1.5B-V0.1-gguf on GitHub to install. At the same time, huggingface.co provides the effect of SD-Prompter-1.5B-V0.1-gguf install, users can directly use SD-Prompter-1.5B-V0.1-gguf installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SD-Prompter-1.5B-V0.1-gguf install url in huggingface.co:

https://huggingface.co/Delta-Vector/SD-Prompter-1.5B-V0.1-gguf

Url of SD-Prompter-1.5B-V0.1-gguf

SD-Prompter-1.5B-V0.1-gguf huggingface.co Url

Provider of SD-Prompter-1.5B-V0.1-gguf huggingface.co

Delta-Vector
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