PEFT on HuggingChat in Spaces
I am trying to start HuggingChat in a space with a PEFT fine-tuned model. I am getting the “cannot find config.json” error. This seems related tohttps://discuss.huggingface.co/t/how-do-i-deploy-my-trained-lora-adapter-to-a-chatui-in-huggingface/75544I do see that TGI now supports LORA here:github.com/huggingface/text-generation-inferenceEnable multiple LoRa adaptershuggingface:main←huggingface:lora-internalopened08:14PM - 04 Jun 24 UTCdrbh+2785-76This PR is a work in progress to add support for mutliple loras to be loaded at…startup and then use 0 or 1 adapters in a request by specifying the adapter id. 

## Example usage

download adapter without auto merging
```bash
text-generation-server download-weights predibase/dbpedia
text-generation-server download-weights predibase/customer_support
```

start server with multiple LoRa adapters

```bash
LORA_ADAPTERS=predibase/customer_support,predibase/dbpedia \
text-generation-launcher --model-id mistralai/Mistral-7B-v0.1
```

sending request without adapter id

```bash
curl 127.0.0.1:3000/generate \
    -X POST \
    -H 'Content-Type: application/json' \
    -d '{
    "inputs": "What are 3 unique words that describe you?",
    "parameters": {
    "max_new_tokens": 40
  }
}'
```

```json
{
  "generated_text": "\n\nI’m a very passionate person. I’m very driven. I’m very determined.\n\nWhat is your favorite thing about being a teacher?\n\nI love the fact"
}
```

with first LoRa adapter specified

```bash
curl 127.0.0.1:3000/generate \
    -X POST \
    -H 'Content-Type: application/json' \
    -d '{
    "inputs": "What are 3 unique words that describe you?",
    "parameters": {
    "max_new_tokens": 40,
    "adapter_id": "predibase/customer_support"
  }
}'
```

```json
{
  "generated_text": "\n\nI’m not sure if I can come up with 3 unique words that describe me, but I’ll try.\n\n1. Creative\n2. Funny\n3."
}
```

with second LoRa adapter specified

```bash
curl 127.0.0.1:3000/generate \
    -X POST \
    -H 'Content-Type: application/json' \
    -d '{
    "inputs": "You are given the title and the body of an article below. Please determine the type of the article.### Title: Great White Whale\n\n### Body: Great White Whale is the debut album by the Canadian rock band Secret and Whisper. The album was in the works for about a year and was released on February 12 2008.",                                                                                             
    "parameters": {
    "max_new_tokens": 40,
    "adapter_id": "predibase/dbpedia"
  }
}'
```

```json
{
  "generated_text": "8"
}
```Is there something I am missing? Do there need to be changes to HuggingChat? Or should TGI automatically pick up the LORA status of my model?Brand new to this, and excited to be making progress on my project, but stuck here for now. Any pointers appreciated.