Skip to content

Add Deepseek model into validated model table and add required Gaudi cards for LLM microservice #1267

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
yinghu5 merged 2 commits into from
Feb 8, 2025
Merged

Add Deepseek model into validated model table and add required Gaudi cards for LLM microservice #1267

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
dd5e571
Update README.md for Deepseek support and numbers of required gaudi c…
louie-tsai Feb 7, 2025
9b384ab
Update README.md
louie-tsai Feb 7, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
43 changes: 31 additions & 12 deletions comps/llms/src/text-generation/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -8,14 +8,31 @@ Overall, this microservice offers a streamlined way to integrate large language

## Validated LLM Models

| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi |
| --------------------------- | --------- | -------- | ---------- |
| [Intel/neural-chat-7b-v3-3] | ✓ | ✓ | ✓ |
| [Llama-2-7b-chat-hf] | ✓ | ✓ | ✓ |
| [Llama-2-70b-chat-hf] | ✓ | - | ✓ |
| [Meta-Llama-3-8B-Instruct] | ✓ | ✓ | ✓ |
| [Meta-Llama-3-70B-Instruct] | ✓ | - | ✓ |
| [Phi-3] | x | Limit 4K | Limit 4K |
| Model | TGI-Gaudi | vLLM-CPU | vLLM-Gaudi |
| ------------------------------------------- | --------- | -------- | ---------- |
| [Intel/neural-chat-7b-v3-3] | ✓ | ✓ | ✓ |
| [meta-llama/Llama-2-7b-chat-hf] | ✓ | ✓ | ✓ |
| [meta-llama/Llama-2-70b-chat-hf] | ✓ | - | ✓ |
| [meta-llama/Meta-Llama-3-8B-Instruct] | ✓ | ✓ | ✓ |
| [meta-llama/Meta-Llama-3-70B-Instruct] | ✓ | - | ✓ |
| [Phi-3] | x | Limit 4K | Limit 4K |
| [deepseek-ai/DeepSeek-R1-Distill-Llama-70B] | ✓ | - | ✓ |
| [deepseek-ai/DeepSeek-R1-Distill-Qwen-32B] | ✓ | - | ✓ |

### System Requirements for LLM Models
Comment thread
yinghu5 marked this conversation as resolved.

| Model | Minimum number of Gaudi cards |
| ------------------------------------------- | ----------------------------- |
| [Intel/neural-chat-7b-v3-3] | 1 |
| [meta-llama/Llama-2-7b-chat-hf] | 1 |
| [meta-llama/Llama-2-70b-chat-hf] | 2 |
| [meta-llama/Meta-Llama-3-8B-Instruct] | 1 |
| [meta-llama/Meta-Llama-3-70B-Instruct] | 2 |
| [Phi-3] | x |
| [deepseek-ai/DeepSeek-R1-Distill-Llama-70B] | 8 |
| [deepseek-ai/DeepSeek-R1-Distill-Qwen-32B] | 4 |

> NOTE: Detailed system requirements coming soon.

## Support integrations

Expand Down Expand Up @@ -166,9 +183,11 @@ curl http://${host_ip}:${TEXTGEN_PORT}/v1/chat/completions \
<!--Below are links used in these document. They are not rendered: -->

[Intel/neural-chat-7b-v3-3]: https://huggingface.co/Intel/neural-chat-7b-v3-3
[Llama-2-7b-chat-hf]: https://huggingface.co/meta-llama/Llama-2-7b-chat-hf
[Llama-2-70b-chat-hf]: https://huggingface.co/meta-llama/Llama-2-70b-chat-hf
[Meta-Llama-3-8B-Instruct]: https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
[Meta-Llama-3-70B-Instruct]: https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct
[meta-llama/Llama-2-7b-chat-hf]: https://huggingface.co/meta-llama/Llama-2-7b-chat-hf
[meta-llama/Llama-2-70b-chat-hf]: https://huggingface.co/meta-llama/Llama-2-70b-chat-hf
[meta-llama/Meta-Llama-3-8B-Instruct]: https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
[meta-llama/Meta-Llama-3-70B-Instruct]: https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct
[Phi-3]: https://huggingface.co/collections/microsoft/phi-3-6626e15e9585a200d2d761e3
[HuggingFace]: https://huggingface.co/
[deepseek-ai/DeepSeek-R1-Distill-Llama-70B]: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B
[deepseek-ai/DeepSeek-R1-Distill-Qwen-32B]: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B