Update README.md

README.md

@@ -1,3 +1,278 @@
----
-license: llama3.1
----
+---
+base_model: meta-llama/Meta-Llama-3.1-8B
+language:
+- en
+- de
+- fr
+- it
+- pt
+- hi
+- es
+- th
+license: llama3.1
+pipeline_tag: text-generation
+tags:
+- facebook
+- meta
+- pytorch
+- llama
+- llama-3
+quantized_by: fedric95
+extra_gated_prompt: "### LLAMA 3.1 COMMUNITY LICENSE AGREEMENT\nLlama 3.1 Version\
+  \ Release Date: July 23, 2024\n\"Agreement\" means the terms and conditions for\
+  \ use, reproduction, distribution and modification of the  Llama Materials set forth\
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+  \ code, fine-tuning enabling code and other elements of the foregoing distributed\
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+  \ to this Agreement. The courts of California shall have exclusive jurisdiction\
+  \ of any dispute arising out of this Agreement.\n### Llama 3.1 Acceptable Use Policy\n\
+  Meta is committed to promoting safe and fair use of its tools and features, including\
+  \ Llama 3.1. If you access or use Llama 3.1, you agree to this Acceptable Use Policy\
+  \ (“Policy”). The most recent copy of this policy can be found at [https://llama.meta.com/llama3_1/use-policy](https://llama.meta.com/llama3_1/use-policy)\n\
+  #### Prohibited Uses\nWe want everyone to use Llama 3.1 safely and responsibly.\
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+  \ or harm to others, including suicide, cutting, and eating disorders\n    6. Any\
+  \ content intended to incite or promote violence, abuse, or any infliction of bodily\
+  \ harm to an individual\n3. Intentionally deceive or mislead others, including use\
+  \ of Llama 3.1 related to the following:\n    1. Generating, promoting, or furthering\
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+  \ images, or other content\n    3. Generating, promoting, or further distributing\
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+  \ or legal right\n    5. Representing that the use of Llama 3.1 or outputs are human-generated\n\
+  \    6. Generating or facilitating false online engagement, including fake reviews\
+  \ and other means of fake online engagement\n4. Fail to appropriately disclose to\
+  \ end users any known dangers of your AI system\nPlease report any violation of\
+  \ this Policy, software “bug,” or other problems that could lead to a violation\
+  \ of this Policy through one of the following means:\n    * Reporting issues with\
+  \ the model: [https://github.com/meta-llama/llama-models/issues](https://github.com/meta-llama/llama-models/issues)\n\
+  \    * Reporting risky content generated by the model:\n    developers.facebook.com/llama_output_feedback\n\
+  \    * Reporting bugs and security concerns: facebook.com/whitehat/info\n    * Reporting\
+  \ violations of the Acceptable Use Policy or unlicensed uses of Meta Llama 3: [email protected]"
+extra_gated_fields:
+  First Name: text
+  Last Name: text
+  Date of birth: date_picker
+  Country: country
+  Affiliation: text
+  Job title:
+    type: select
+    options:
+    - Student
+    - Research Graduate
+    - AI researcher
+    - AI developer/engineer
+    - Reporter
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+  ? By clicking Submit below I accept the terms of the license and acknowledge that
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+    with the Meta Privacy Policy
+  : checkbox
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+  and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/).
+extra_gated_button_content: Submit
+---
+
+## Llamacpp Quantizations of Meta-Llama-3.1-8B
+
+Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b3472">b3472</a> for quantization.
+
+Original model: https://huggingface.co/meta-llama/Meta-Llama-3.1-8B
+
+## Reproducibility
+
+### Download original weights
+
+```
+git lfs install
+git clone https://huggingface.co/meta-llama/Meta-Llama-3.1-8B
+```
+
+### Quantization
+
+```
+cd llama.cpp
+python ./convert_hf_to_gguf.py ../Meta-Llama-3.1-8B --outtype bf16 --outfile ../Meta-Llama-3.1-8B.BF16.gguf
+python ./convert_hf_to_gguf.py ../Meta-Llama-3.1-8B --outtype q8_0 --outfile ../Meta-Llama-3.1-8B-Q8_0.gguf
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q6_K.gguf Q6_K
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q5_K_S.gguf Q5_K_S
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q5_K_M.gguf Q5_K_M
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q4_K_M.gguf Q4_K_M
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q4_K_S.gguf Q4_K_S
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q3_K_L.gguf Q3_K_L
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q3_K_M.gguf Q3_K_M
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q3_K_S.gguf Q3_K_S
+./llama-quantize ../Meta-Llama-3.1-8B.BF16.gguf ../Meta-Llama-3.1-8B-Q2_K.gguf Q2_K
+```
+
+### Perplexity
+
+```
+cd llama.cpp
+./llama-perplexity -m ../Meta-Llama-3.1-8B.BF16.gguf   -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q8_0.gguf   -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q6_K.gguf   -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q5_K_M.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q5_K_S.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q4_K_M.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q4_K_S.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q3_K_L.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q3_K_M.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q3_K_S.gguf -f ../wikitext-2-raw/wiki.test.raw 
+./llama-perplexity -m ../Meta-Llama-3.1-8B-Q2_K.gguf   -f ../wikitext-2-raw/wiki.test.raw 
+```
+
+## Download a file (not the whole branch) from below:
+
+| Filename | Quant type | File Size | Perplexity (wikitext-2-raw-v1.test) |
+| -------- | ---------- | --------- | ----------- |
+| [Meta-Llama-3.1-8B-f32.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-BF16.gguf) | BF16 | 16.07GB | 6.4006 +/- 0.03938 |
+| [Meta-Llama-3.1-8B-Q8_0.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q8_0.gguf) | Q8_0 | 8.54GB | 6.4070 +/- 0.03941 |
+| [Meta-Llama-3.1-8B-Q6_K.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q6_K.gguf) | Q6_K | 6.60GB | 6.4231 +/- 0.03957 |
+| [Meta-Llama-3.1-8B-Q5_K_M.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q5_K_M.gguf) | Q5_K_M | 5.73GB | 6.4623 +/- 0.03987 |
+| [Meta-Llama-3.1-8B-Q5_K_S.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q5_K_S.gguf) | Q5_K_S | 5.60GB | 6.5161 +/- 0.04028 |
+| [Meta-Llama-3.1-8B-Q4_K_M.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q4_K_M.gguf) | Q4_K_M | 4.92GB | 6.5837 +/- 0.04068 |
+| [Meta-Llama-3.1-8B-Q4_K_S.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q4_K_S.gguf) | Q4_K_S | 4.69GB | 6.6751 +/- 0.04125 |
+| [Meta-Llama-3.1-8B-Q3_K_L.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q3_K_L.gguf) | Q3_K_L | 4.32GB | 6.9458 +/- 0.04329 |
+| [Meta-Llama-3.1-8B-Q3_K_M.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q3_K_M.gguf) | Q3_K_M | 4.02GB | 7.0488 +/- 0.04384 |
+| [Meta-Llama-3.1-8B-Q3_K_S.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q3_K_S.gguf) | Q3_K_S | 3.66GB | 7.8823 +/- 0.04920 |
+| [Meta-Llama-3.1-8B-Q2_K.gguf](https://huggingface.co/fedric95/Meta-Llama-3.1-8B-GGUF/blob/main/Meta-Llama-3.1-8B-Q2_K.gguf) | Q2_K | 3.18GB | 9.7262 +/- 0.06393 |
+
+## Downloading using huggingface-cli
+
+First, make sure you have hugginface-cli installed:
+
+```
+pip install -U "huggingface_hub[cli]"
+```
+
+Then, you can target the specific file you want:
+
+```
+huggingface-cli download fedric95/Meta-Llama-3.1-8B-GGUF --include "Meta-Llama-3.1-8B-Q4_K_M.gguf" --local-dir ./
+```
+
+If the model is bigger than 50GB, it will have been split into multiple files. In order to download them all to a local folder, run:
+
+```
+huggingface-cli download fedric95/Meta-Llama-3.1-8B-GGUF --include "Meta-Llama-3.1-8B-Q8_0.gguf/*" --local-dir Meta-Llama-3.1-8B-Q8_0
+```
+
+You can either specify a new local-dir (Meta-Llama-3.1-8B-Q8_0) or download them all in place (./)