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Merged
ian-scale merged 3 commits into from
Dec 6, 2023
Merged

update docs to show model len / context windows #401

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4805a5b
update docs to show model len / context windows
ian-scale-2 Dec 6, 2023
940ca48
make title clearer
ian-scale-2 Dec 6, 2023
922be95
make title clearer pt2
ian-scale-2 Dec 6, 2023
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52 changes: 26 additions & 26 deletions docs/model_zoo.md
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Scale hosts the following models in the LLM Engine Model Zoo:

| Model Name | Inference APIs Available | Fine-tuning APIs Available | Inference Frameworks Available |
| --------------------- | ------------------------ | -------------------------- | ------------------------------ |
| `llama-7b` | ✅ | ✅ | deepspeed, text-generation-inference |
| `llama-2-7b` | ✅ | ✅ | text-generation-inference, vllm |
| `llama-2-7b-chat` | ✅ | | text-generation-inference, vllm |
| `llama-2-13b` | ✅ | | text-generation-inference, vllm |
| `llama-2-13b-chat` | ✅ | | text-generation-inference, vllm |
| `llama-2-70b` | ✅ | ✅ | text-generation-inference, vllm |
| `llama-2-70b-chat` | ✅ | | text-generation-inference, vllm |
| `falcon-7b` | ✅ | | text-generation-inference, vllm |
| `falcon-7b-instruct` | ✅ | | text-generation-inference, vllm |
| `falcon-40b` | ✅ | | text-generation-inference, vllm |
| `falcon-40b-instruct` | ✅ | | text-generation-inference, vllm |
| `mpt-7b` | ✅ | | deepspeed, text-generation-inference, vllm |
| `mpt-7b-instruct` | ✅ | ✅ | deepspeed, text-generation-inference, vllm |
| `flan-t5-xxl` | ✅ | | deepspeed, text-generation-inference |
| `mistral-7b` | ✅ | ✅ | vllm |
| `mistral-7b-instruct` | ✅ | ✅ | vllm |
| `codellama-7b` | ✅ | ✅ | text-generation-inference, vllm |
| `codellama-7b-instruct` | ✅ | ✅ | text-generation-inference, vllm |
| `codellama-13b` | ✅ | ✅ | text-generation-inference, vllm |
| `codellama-13b-instruct` | ✅ | ✅ | text-generation-inference, vllm |
| `codellama-34b` | ✅ | ✅ | text-generation-inference, vllm |
| `codellama-34b-instruct` | ✅ | ✅ | text-generation-inference, vllm |
| `zephyr-7b-alpha` | ✅ | | text-generation-inference, vllm |
| `zephyr-7b-beta` | ✅ | | text-generation-inference, vllm |
| Model Name | Inference APIs Available | Fine-tuning APIs Available | Inference Frameworks Available | Inference max total tokens (prompt + response) |
| --------------------- | ------------------------ | -------------------------- | ------------------------------ | ------------------------------ |
| `llama-7b` | ✅ | ✅ | deepspeed, text-generation-inference | 2048 |
| `llama-2-7b` | ✅ | ✅ | text-generation-inference, vllm | 4096|
| `llama-2-7b-chat` | ✅ | | text-generation-inference, vllm | 4096|
| `llama-2-13b` | ✅ | | text-generation-inference, vllm | 4096|
| `llama-2-13b-chat` | ✅ | | text-generation-inference, vllm | 4096|
| `llama-2-70b` | ✅ | ✅ | text-generation-inference, vllm | 4096|
| `llama-2-70b-chat` | ✅ | | text-generation-inference, vllm | 4096|
| `falcon-7b` | ✅ | | text-generation-inference, vllm | 2048 |
| `falcon-7b-instruct` | ✅ | | text-generation-inference, vllm | 2048 |
| `falcon-40b` | ✅ | | text-generation-inference, vllm | 2048 |
| `falcon-40b-instruct` | ✅ | | text-generation-inference, vllm | 2048 |
| `mpt-7b` | ✅ | | deepspeed, text-generation-inference, vllm | 2048 |
| `mpt-7b-instruct` | ✅ | ✅ | deepspeed, text-generation-inference, vllm | 2048 |
| `flan-t5-xxl` | ✅ | | deepspeed, text-generation-inference | 2048 |
| `mistral-7b` | ✅ | ✅ | vllm | 8000 |
| `mistral-7b-instruct` | ✅ | ✅ | vllm | 8000 |
| `codellama-7b` | ✅ | ✅ | text-generation-inference, vllm | 16384 |
| `codellama-7b-instruct` | ✅ | ✅ | text-generation-inference, vllm | 16384 |
| `codellama-13b` | ✅ | ✅ | text-generation-inference, vllm | 16384 |
| `codellama-13b-instruct` | ✅ | ✅ | text-generation-inference, vllm | 16384 |
| `codellama-34b` | ✅ | ✅ | text-generation-inference, vllm | 16384 |
| `codellama-34b-instruct` | ✅ | ✅ | text-generation-inference, vllm | 16384 |
| `zephyr-7b-alpha` | ✅ | | text-generation-inference, vllm | 32768 |
| `zephyr-7b-beta` | ✅ | | text-generation-inference, vllm | 32768 |

## Usage

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