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new gpt-4 beating opensource models

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abc 2024-04-13 03:09:11 +01:00
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13
README.md
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@ -281,13 +281,14 @@ set G4F_PROXY=http://host:port
| [beta.theb.ai](https://beta.theb.ai) | `g4f.Provider.Theb` | ✔️ | ✔️ | ✔️ | ![Unknown](https://img.shields.io/badge/Unknown-grey) | ❌ |
| [you.com](https://you.com) | `g4f.Provider.You` | ✔️ | ✔️ | ✔️ | ![Unknown](https://img.shields.io/badge/Unknown-grey) | ❌ |
## New OpenSource Models
While we wait for gpt-5, here is a list of new models that are at least better than gpt-3.5-turbo. Some rival gpt-4. Expect this list to grow.
## Best OpenSource Models
While we wait for gpt-5, here is a list of new models that are at least better than gpt-3.5-turbo. **Some are better than gpt-4**. Expect this list to grow.
| Website | Provider | parameters |
| ------ | ------- | ------ |
| [mixtral-8x22b](https://huggingface.co/mistral-community/Mixtral-8x22B-v0.1) | `g4f.Provider.DeepInfra` | 176B / 44b active |
| [dbrx-instruct](https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm) | `g4f.Provider.DeepInfra` | 132B / 36B active|
| Website | Provider | parameters | better than |
| ------ | ------- | ------ | ------ |
| [mixtral-8x22b](https://huggingface.co/mistral-community/Mixtral-8x22B-v0.1) | `g4f.Provider.DeepInfra` | 176B / 44b active | gpt-3.5-turbo |
| [dbrx-instruct](https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm) | `g4f.Provider.DeepInfra` | 132B / 36B active| gpt-3.5-turbo |
| [command-r+](https://txt.cohere.com/command-r-plus-microsoft-azure/) | `g4f.Provider.HuggingChat` | 104B | gpt-4-0613 |
### GPT-3.5

14
g4f/Provider/HuggingChat.py
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@ -14,13 +14,12 @@ class HuggingChat(AsyncGeneratorProvider, ProviderModelMixin):
working = True
default_model = "mistralai/Mixtral-8x7B-Instruct-v0.1"
models = [
"mistralai/Mixtral-8x7B-Instruct-v0.1",
"google/gemma-7b-it",
"meta-llama/Llama-2-70b-chat-hf",
"NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO",
"codellama/CodeLlama-34b-Instruct-hf",
"mistralai/Mistral-7B-Instruct-v0.2",
"openchat/openchat-3.5-0106",
"HuggingFaceH4/zephyr-orpo-141b-A35b-v0.1",
'CohereForAI/c4ai-command-r-plus',
'mistralai/Mixtral-8x7B-Instruct-v0.1',
'google/gemma-1.1-7b-it',
'NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO',
'mistralai/Mistral-7B-Instruct-v0.2'
]
model_aliases = {
"openchat/openchat_3.5": "openchat/openchat-3.5-0106",
@ -48,6 +47,7 @@ class HuggingChat(AsyncGeneratorProvider, ProviderModelMixin):
**kwargs
) -> AsyncResult:
options = {"model": cls.get_model(model)}
system_prompt = "\n".join([message["content"] for message in messages if message["role"] == "system"])
if system_prompt:
options["preprompt"] = system_prompt

5
g4f/Provider/PerplexityLabs.py
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@ -19,13 +19,14 @@ class PerplexityLabs(AsyncGeneratorProvider, ProviderModelMixin):
"sonar-small-online", "sonar-medium-online", "sonar-small-chat", "sonar-medium-chat", "mistral-7b-instruct",
"codellama-70b-instruct", "llava-v1.5-7b-wrapper", "llava-v1.6-34b", "mixtral-8x7b-instruct",
"gemma-2b-it", "gemma-7b-it"
"mistral-medium", "related"
"mistral-medium", "related", "dbrx-instruct"
]
model_aliases = {
"mistralai/Mistral-7B-Instruct-v0.1": "mistral-7b-instruct",
"mistralai/Mixtral-8x7B-Instruct-v0.1": "mixtral-8x7b-instruct",
"codellama/CodeLlama-70b-Instruct-hf": "codellama-70b-instruct",
"llava-v1.5-7b": "llava-v1.5-7b-wrapper"
"llava-v1.5-7b": "llava-v1.5-7b-wrapper",
'databricks/dbrx-instruct': "dbrx-instruct"
}
@classmethod

11
g4f/models.py
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@ -165,7 +165,7 @@ mistral_7b_v02 = Model(
mixtral_8x22b = Model(
name = "HuggingFaceH4/zephyr-orpo-141b-A35b-v0.1",
base_provider = "huggingface",
best_provider = DeepInfra
best_provider = RetryProvider([HuggingChat, DeepInfra])
)
# Misc models
@ -269,7 +269,13 @@ pi = Model(
dbrx_instruct = Model(
name = 'databricks/dbrx-instruct',
base_provider = 'mistral',
best_provider = DeepInfra
best_provider = RetryProvider([DeepInfra, PerplexityLabs])
)
command_r_plus = Model(
name = 'CohereForAI/c4ai-command-r-plus',
base_provider = 'mistral',
best_provider = HuggingChat
)
class ModelUtils:
@ -324,6 +330,7 @@ class ModelUtils:
'claude-3-sonnet': claude_3_sonnet,
# other
'command-r+': command_r_plus,
'dbrx-instruct': dbrx_instruct,
'lzlv-70b': lzlv_70b,
'airoboros-70b': airoboros_70b,