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Browse files- README.md +56 -0
- adapter_config.json +47 -0
- adapter_model.safetensors +3 -0
README.md
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---
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base_model: Dream-org/Dream-v0-Instruct-7B
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library_name: peft
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pipeline_tag: text-generation
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tags:
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- adapter-transformers
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- lora
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- peft
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- text-generation
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- dream
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---
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# dream-instruct-rainbow
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LoRA adapter for
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[`Dream-org/Dream-v0-Instruct-7B`](https://huggingface.co/Dream-org/Dream-v0-Instruct-7B).
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This repository contains adapter weights only; load it together with the base
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model.
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## LoRA Config
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- Rank: `32`
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- Alpha: `64`
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- Dropout: `0.05`
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- Target modules: `v_proj`, `up_proj`, `q_proj`, `k_proj`, `down_proj`,
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`gate_proj`
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## Usage
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```python
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import torch
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from peft import PeftModel
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from transformers import AutoModel, AutoTokenizer
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base_model_id = "Dream-org/Dream-v0-Instruct-7B"
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adapter_path = "akpon900/dream-instruct-rainbow"
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tokenizer = AutoTokenizer.from_pretrained(base_model_id, trust_remote_code=True)
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base_model = AutoModel.from_pretrained(
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base_model_id,
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torch_dtype=torch.bfloat16,
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device_map="auto",
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trust_remote_code=True,
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)
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model = PeftModel.from_pretrained(base_model, adapter_path)
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model.eval()
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```
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## Notes
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- Intended for research and experimentation.
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- No benchmark results are included in this release.
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## Framework Versions
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- PEFT 0.19.1
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adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": null,
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"base_model_name_or_path": "Dream-org/Dream-v0-Instruct-7B",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"lora_ga_config": null,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"peft_version": "0.19.1",
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"qalora_group_size": 16,
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"up_proj",
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"q_proj",
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"k_proj",
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"down_proj",
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"gate_proj"
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],
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_bdlora": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:57bef40124a44dfbd2bca3c91436136bf6819008a07236736f9e98238c673783
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size 297318432
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