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1.7.0 release updates (#454)
* remove deprecated models * add new openai models * up passthrough limit * up litellm version * up refact version to 1.7.0 * upgrade cython
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‎Dockerfile‎

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@@ -44,6 +44,7 @@ RUN cd /tmp/refact-lsp \
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COPY . /tmp/app
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RUN echo "refact $(git -C /tmp/app rev-parse HEAD)" >> /refact-build-info.txt
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RUN pip install ninja
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RUN pip install -U cython
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RUN pip install /tmp/app -v --no-build-isolation && rm -rf /tmp/app
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ENV REFACT_PERM_DIR "/perm_storage"

‎README.md‎

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@@ -106,22 +106,9 @@ Extensions > Refact.ai Assistant > Settings > Infurl
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| Model | Completion | Chat | Fine-tuning | [Deprecated](## "Will be removed in next versions") |
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|---------------------------------------------------------------------------------------------------|------------|------|-------------|-----------------------------------------------------|
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| [Refact/1.6B](https://huggingface.co/smallcloudai/Refact-1_6B-fim) | + | | + | |
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| [starcoder/1b/base](https://huggingface.co/smallcloudai/starcoderbase-1b) | + | | + | + |
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| [starcoder/3b/base](https://huggingface.co/smallcloudai/starcoderbase-3b) | + | | + | + |
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| [starcoder/7b/base](https://huggingface.co/smallcloudai/starcoderbase-7b) | + | | + | + |
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| [starcoder/15b/base](https://huggingface.co/TheBloke/starcoder-GPTQ) | + | | | + |
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| [starcoder/15b/plus](https://huggingface.co/TheBloke/starcoderplus-GPTQ) | + | | | + |
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| [starcoder2/3b/base](https://huggingface.co/bigcode/starcoder2-3b) | + | | + | |
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| [starcoder2/7b/base](https://huggingface.co/bigcode/starcoder2-7b) | + | | + | |
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| [starcoder2/15b/base](https://huggingface.co/bigcode/starcoder2-15b) | + | | + | |
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| [wizardcoder/15b](https://huggingface.co/TheBloke/WizardCoder-15B-1.0-GPTQ) | + | | | + |
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| [codellama/7b](https://huggingface.co/TheBloke/CodeLlama-7B-fp16) | + | | + | + |
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| [starchat/15b/beta](https://huggingface.co/TheBloke/starchat-beta-GPTQ) | | + | | + |
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| [wizardlm/7b](https://huggingface.co/TheBloke/WizardLM-7B-V1.0-Uncensored-GPTQ) | | + | | + |
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| [wizardlm/13b](https://huggingface.co/TheBloke/WizardLM-13B-V1.1-GPTQ) | | + | | + |
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| [wizardlm/30b](https://huggingface.co/TheBloke/WizardLM-30B-fp16) | | + | | + |
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| [llama2/7b](https://huggingface.co/TheBloke/Llama-2-7b-Chat-GPTQ) | | + | | + |
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| [llama2/13b](https://huggingface.co/TheBloke/Llama-2-13B-chat-GPTQ) | | + | | + |
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| [deepseek-coder/1.3b/base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) | + | | + | |
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| [deepseek-coder/5.7b/mqa-base](https://huggingface.co/deepseek-ai/deepseek-coder-5.7bmqa-base) | + | | + | |
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| [magicoder/6.7b](https://huggingface.co/TheBloke/Magicoder-S-DS-6.7B-GPTQ) | | + | | |

‎refact_known_models/huggingface.py‎

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huggingface_mini_db = {
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"starcoder/15b/base": {
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"backend": "autogptq",
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"model_path": "TheBloke/starcoder-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 18000,
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"T": 4096,
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"filter_caps": ["completion"],
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"deprecated": True,
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},
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"starcoder/15b/plus": {
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"backend": "autogptq",
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"model_path": "TheBloke/starcoderplus-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 18000,
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"T": 4096,
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"filter_caps": ["completion"],
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"deprecated": True,
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},
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"starchat/15b/beta": {
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"backend": "autogptq",
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"model_path": "TheBloke/starchat-beta-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 18000,
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"T": 4096,
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"filter_caps": ["chat"],
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"deprecated": True,
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},
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"starcoder/1b/base": {
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"backend": "transformers",
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"model_path": "smallcloudai/starcoderbase-1b",
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"model_class_kwargs": {},
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"required_memory_mb": 8000,
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"T": 8192,
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"filter_caps": ["completion", "finetune"],
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"deprecated": True,
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},
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"starcoder/3b/base": {
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"backend": "transformers",
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"model_path": "smallcloudai/starcoderbase-3b",
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"model_class_kwargs": {},
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"required_memory_mb": 12000,
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"T": 4096,
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"filter_caps": ["completion", "finetune"],
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"deprecated": True,
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},
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"starcoder/7b/base": {
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"backend": "transformers",
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"model_path": "smallcloudai/starcoderbase-7b",
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"model_class_kwargs": {},
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"required_memory_mb": 20000,
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"T": 4096,
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"filter_caps": ["completion", "finetune"],
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"deprecated": True,
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},
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"wizardcoder/15b": {
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"backend": "autogptq",
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"model_path": "TheBloke/WizardCoder-15B-1.0-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 18000,
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"T": 4096,
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"filter_caps": ["completion"],
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"deprecated": True,
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},
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"wizardlm/7b": {
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"backend": "autogptq",
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"model_path": "TheBloke/WizardLM-7B-V1.0-Uncensored-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 8000,
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"T": 2048,
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"filter_caps": ["chat"],
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"deprecated": True,
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},
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"wizardlm/13b": {
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"backend": "autogptq",
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"model_path": "TheBloke/WizardLM-13B-V1.1-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 14000,
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"T": 2048,
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"filter_caps": ["chat"],
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"deprecated": True,
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},
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"llama2/7b": {
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"backend": "autogptq",
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"model_path": "TheBloke/Llama-2-7b-Chat-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 8000,
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"T": 2048,
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"filter_caps": ["chat"],
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"deprecated": True,
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},
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"llama2/13b": {
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"backend": "autogptq",
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"model_path": "TheBloke/Llama-2-13B-chat-GPTQ",
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"model_class_kwargs": {},
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"required_memory_mb": 14000,
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"T": 2048,
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"filter_caps": ["chat"],
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"deprecated": True,
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},
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"codellama/7b": {
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"backend": "transformers",
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"model_path": "TheBloke/CodeLlama-7B-fp16",
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"model_class_kwargs": {},
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"required_memory_mb": 14000,
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"T": 2048,
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"filter_caps": ["completion"],
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"deprecated": True,
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},
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"wizardlm/30b": {
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"backend": "transformers",
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"model_path": "TheBloke/WizardLM-30B-fp16",
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"model_class_kwargs": {
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"load_in_4bit": True,
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},
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"T": 2048,
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"filter_caps": ["chat"],
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"deprecated": True,
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},
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"deepseek-coder/1.3b/base": {
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"backend": "transformers",
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"model_path": "deepseek-ai/deepseek-coder-1.3b-base",

‎refact_known_models/passthrough.py‎

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"pp1000t_generated": 15_000,
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"filter_caps": ["chat", "tools"],
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},
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"gpt-4o-2024-05-13": {
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"backend": "litellm",
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"provider": "openai",
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"tokenizer_path": "Xenova/gpt-4o",
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"resolve_as": "gpt-4o-2024-05-13",
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"T": 128_000,
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"T_out": 4096,
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"pp1000t_prompt": 5_000,
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"pp1000t_generated": 15_000, # $15.00 / 1M tokens
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"filter_caps": ["chat", "tools"],
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},
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"gpt-4o-2024-08-06": {
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"backend": "litellm",
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"provider": "openai",
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"tokenizer_path": "Xenova/gpt-4o",
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"resolve_as": "gpt-4o-2024-08-06",
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"T": 128_000,
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"T_out": 4096,
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"pp1000t_prompt": 2_500,
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"pp1000t_generated": 10_000, # $15.00 / 1M tokens
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"filter_caps": ["chat", "tools"]
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},
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"gpt-4o-mini": {
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"backend": "litellm",
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"provider": "openai",
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"tokenizer_path": "Xenova/gpt-4o",
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"resolve_as": "gpt-4o-mini-2024-07-18",
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"T": 128_000,
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"T_out": 4096,
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"pp1000t_prompt": 150,
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"pp1000t_generated": 600, # $0.60 / 1M tokens
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"filter_caps": ["chat", "tools"],
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},
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}

‎refact_webgui/webgui/selfhost_model_resolve.py‎

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if model_name in model_assigner.models_db:
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return model_assigner.model_assignment["model_assign"][model_name]["n_ctx"]
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PASSTHROUGH_MAX_TOKENS_LIMIT = 16_000
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PASSTHROUGH_MAX_TOKENS_LIMIT = 64_000
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if model_name in model_assigner.passthrough_mini_db:
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if max_tokens := model_assigner.passthrough_mini_db[model_name].get('T'):

‎setup.py‎

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"refact_webgui": PyPackage(
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requires=["aiohttp", "aiofiles", "cryptography", "fastapi==0.100.0", "giturlparse", "pydantic>=2",
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"starlette==0.27.0", "uvicorn", "uvloop", "termcolor", "python-multipart", "more_itertools",
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"scyllapy==1.3.0", "pandas>=2.0.3",
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# NOTE: litellm has bug with anthropic streaming, so we're staying on this version for now
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"litellm==1.42.0",
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],
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"scyllapy==1.3.0", "pandas>=2.0.3", "litellm>=1.44.24"],
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requires_packages=["refact_known_models", "refact_utils"],
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data=["webgui/static/*", "webgui/static/components/modals/*",
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"webgui/static/dashboards/*", "webgui/static/assets/*", "webgui/static/utils/*",]),
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setup(
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name="refact-self-hosting",
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version="1.6.4",
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version="1.7.0",
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py_modules=list(setup_packages.keys()),
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package_data={
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name: py_package.data

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