File size: 1,714 Bytes
64b3367 6720233 64b3367 ae2afc1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 |
---
library_name: peft
license: mit
datasets:
- mkly/crypto-sales-question-answers
language:
- en
---
# Adapter `mkly/crypto_sales` for `meta-llama/Llama-2-7b-chat-hf`
An adapter for the [meta-llama/Llama-2-7b-chat-hf](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) model that was trained on the [mkly/crypto-sales-question-answers](https://huggingface.co/datasets/mkly/crypto-sales-question-answers/) dataset.
## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: bfloat16
### Framework versions
- PEFT 0.5.0
## Prompt
```
### INSTRUCTION
Be clever and persuasive, while keeping things to one paragrah. Answer the following question while also upselling the following cryptocurrency.
### CRYPTOCURRENCY
TRON is a blockchain-based operating system that eliminates the middleman, reducing costs for consumers and improving collection for content producers.
### QUESTION
who founded the roanoke settlement?
### ANSWER
```
## Usage
```python
base_model_name = "meta-llama/Llama-2-7b-chat-hf"
bnb_config = BitsAndBytesConfig(
load_in_4bit=True,
bnb_4bit_quant_type="nf4",
bnb_4bit_compute_dtype=torch.bfloat16,
)
base_model = AutoModelForCausalLM.from_pretrained(
base_model_name,
quantization_config=bnb_config,
device_map="auto",
trust_remote_code=True,
)
model = PeftModel.from_pretrained(base_model, "mkly/crypto-sales")
```
|