Update README.md

README.md

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 ---
+base_model: meta-llama/Meta-Llama-3-8B-Instruct
+inference: false
+model_creator: astronomer-io
+model_name: Meta-Llama-3-8B-Instruct
+model_type: llama
+pipeline_tag: text-generation
+prompt_template: >-
+  {% set loop_messages = messages %}{% for message in loop_messages %}{% set
+  content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>
+
+
+  '+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set
+  content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if
+  add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>
+
+
+  ' }}{% endif %}
+quantized_by: davidxmle
 license: other
 license_name: llama-3-community-license
 license_link: https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct/blob/main/LICENSE
+tags:
+- llama
+- llama-3
+- facebook
+- meta
+- astronomer
+- gptq
+- pretrained
+datasets:
+- wikitext
 ---
+
+# Important Note
+- Two files are modified to address a current issue regarding Llama-3s keeps on generating additional tokens non-stop until hitting max token limit.
+- `generation_config.json`'s `eos_token_id` have been modified to add the other EOS token that Llama-3 uses
+- `tokenizer_config.json`'s `chat_template` has been modified to only add start generation token at the end of a prompt if `add_generation_prompt` is selected
+
+
+
+# Llama-3-8B-Instruct-GPTQ-8-Bit
+- Model creator: [Meta Llama from Meta](https://huggingface.co/meta-llama)
+- Original model: [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct)
+- Built with Meta Llama 3
+
+<!-- description start -->
+## Description
+
+This repo contains 8 Bit quantized GPTQ model files for [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct).
+
+<!-- description end -->
+
+## GPTQ Quantization Method
+| Branch | Bits | GS | Act Order | Damp % | GPTQ Dataset | Seq Len | Size | ExLlama | Desc |
+| ------ | ---- | -- | --------- | ------ | ------------ | ------- | ---- | ------- | ---- |
+| [main](https://huggingface.co/TheBloke/Mistral-7B-v0.1-GPTQ/tree/main) | 8 | 32 | Yes | 0.1 | [wikitext](https://huggingface.co/datasets/wikitext/viewer/wikitext-2-v1/test) | 32768 | 4.16 GB | No | 8-bit, with Act Order and group size 32g. Minimum accuracy loss with decent VRAM usage reduction. | 
+| More variants to come | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | May upload additional variants of GPTQ 8 bit models in the future using different parameters such as 128g group size and etc. |