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add Command R+ and chat endpoint, revise Command R #166

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145 changes: 127 additions & 18 deletions assets/cohere.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -272,7 +272,8 @@
value: 2021-11-15
url: https://cohere.ai/
dependencies:
- Cohere Generate Endpoint
- Cohere Chat Endpoint
- Cohere Generate Endpoint (legacy)
- Cohere Embed Endpoint
- Cohere Classify Endpoint
- Cohere Summarize Endpoint
Expand Down Expand Up @@ -302,12 +303,46 @@
monitoring: "All applications developed using the Cohere API is subject to review\
\ by Cohere.\n"
feedback: "General feedback as well as the violations of the usage guidelines\
\ can be reported to Cohere at responsibility at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
\ can be reported to Cohere at safety at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monthly_active_users: unknown
user_distribution: unknown
failures: unknown
- type: application
name: Cohere Generate Endpoint
name: Cohere Chat Endpoint
organization: Cohere
description: This endpoint generates a text response to a user message in the
context of a conversation, optionally grounding its generation with source material
from tools like search engines, functions or databases, and attributing its
responses with citations.
created_date:
explanation: The date the Chat API was announced in Cohere's blog [[Blog Post]](https://txt.cohere.com/chat-with-rag).
value: 2023-09-28
url: https://docs.cohere.com/reference/chat
dependencies: [Cohere Command, Command R, Command R+]
adaptation: unknown
output_space: generation
quality_control: ''
access:
explanation: "Users can access the Cohere API by signing up on the Cohere website\
\ [[Cohere Website]](https://cohere.ai/).\n"
value: limited
license: "Limited use license to Cohere platform users [[Terms of Use]](https://cohere.ai/terms-of-use).\n"
terms_of_service: https://cohere.ai/terms-of-use
intended_uses: "Intended to be used by developers who would like to incorporate\
\ NLP into their applications [[Cohere Website]](https://cohere.ai/).\n"
prohibited_uses: "The usage of the API is bound by the Cohere usage guidelines.\
\ Disallowed use cases include violence and threats, antisocial and antidemocratic\
\ uses, deceit, attacks on security or privacy, unsafe unsupervised uses, decision-making,\
\ high-Risk generations among others [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monitoring: "All applications developed using the Cohere API is subject to review\
\ by Cohere.\n"
feedback: "General feedback as well as the violations of the usage guidelines\
\ can be reported to Cohere at safety at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monthly_active_users: unknown
user_distribution: unknown
failures: unknown
- type: application
name: Cohere Generate Endpoint (legacy)
organization: Cohere
description: "This endpoint generates realistic text conditioned on a given input.\n"
created_date:
Expand Down Expand Up @@ -337,7 +372,7 @@
monitoring: "All applications developed using the Cohere API is subject to review\
\ by Cohere.\n"
feedback: "General feedback as well as the violations of the usage guidelines\
\ can be reported to Cohere at responsibility at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
\ can be reported to Cohere at safety at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monthly_active_users: unknown
user_distribution: unknown
failures: unknown
Expand Down Expand Up @@ -373,7 +408,7 @@
monitoring: "All applications developed using the Cohere API is subject to review\
\ by Cohere.\n"
feedback: "General feedback as well as the violations of the usage guidelines\
\ can be reported to Cohere at responsibility at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
\ can be reported to Cohere at safety at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monthly_active_users: unknown
user_distribution: unknown
failures: unknown
Expand Down Expand Up @@ -409,7 +444,7 @@
monitoring: "All applications developed using the Cohere API is subject to review\
\ by Cohere.\n"
feedback: "General feedback as well as the violations of the usage guidelines\
\ can be reported to Cohere at responsibility at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
\ can be reported to Cohere at safety at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monthly_active_users: unknown
user_distribution: unknown
failures: unknown
Expand Down Expand Up @@ -445,7 +480,7 @@
monitoring: "All applications developed using the Cohere API is subject to review\
\ by Cohere.\n"
feedback: "General feedback as well as the violations of the usage guidelines\
\ can be reported to Cohere at responsibility at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
\ can be reported to Cohere at safety at cohere.ai [[Usage Guidelines]](https://docs.cohere.ai/usage-guidelines).\n"
monthly_active_users: unknown
user_distribution: unknown
failures: unknown
Expand Down Expand Up @@ -499,27 +534,101 @@
monitoring: unknown
feedback: https://huggingface.co/CohereForAI/aya-101/discussions
- type: model
name: Command-R
name: Command R
organization: Cohere
description: Command-R is a scalable generative model targeting RAG and Tool Use
to enable production-scale AI for enterprise.
created_date: 2024-03-11
description: Command R is a scalable generative model targeting RAG and Tool Use
to enable production-scale AI for enterprise. It is an auto-regressive large
language model that uses an optimized transformer architecture. After pretraining,
supervised fine-tuning (SFT) and preference training were applied to align model
behavior to human preferences for helpfulness and safety. Command R is part
of a family of open weight releases from Cohere and Cohere For AI. Its larger
companion model is [Command R+](https://huggingface.co/CohereForAI/c4ai-command-r-plus).
created_date:
explanation: The date that Command R was announced.
value: 2024-03-11
url: https://txt.cohere.com/command-r/
model_card: https://huggingface.co/CohereForAI/c4ai-command-r-v01
modality: text; text
analysis: none
analysis: Command R was evaluated on standard English and multilingual (translated
MMLU, FLoRES) benchmarks. It was also evaluated on KILT, HotpotQA and Bamboogle.
size: 35B parameters (dense)
dependencies: []
training_emissions: unknown
training_time: unknown
training_hardware: unknown
quality_control: ''
access: open
quality_control: Comprehensive guidance for working with Command R's tool use
and grounded generation prompt template can be found in Cohere's [documentation](https://docs.cohere.com/docs/prompting-command-r).
access:
explanation: Model weights are made available through the [Hugging Face Model
Hub](https://huggingface.co/CohereForAI/c4ai-command-r-v01).
value: open
license: CC BY NC 4.0
intended_uses: ''
prohibited_uses: ''
monitoring: ''
feedback: https://huggingface.co/CohereForAI/c4ai-command-r-v01/discussions
terms_of_service: https://cohere.ai/terms-of-use
intended_uses: 'Command R is optimized to perform well up to 128K context length
and in the following languages: English, French, Spanish, Italian, German, Brazilian
Portuguese, Japanese, Korean, Simplified Chinese, and Arabic. It has been trained
for conversational tool use and grounded generation capabilities. The open weights
release of Command R is intended to make community-based research efforts more
accessible.'
prohibited_uses: "Usage of this model requires adherence to [C4AI's Acceptable\
\ Use Policy](https://docs.cohere.com/docs/c4ai-acceptable-use-policy). Usage\
\ via the Cohere Platform is subject to Cohere's [Terms of Use](https://cohere.com/terms-of-use)\
\ and [Usage Guidelines](https://docs.cohere.com/docs/usage-guidelines). A non-exhaustive\
\ list of disallowed use cases include:\n- Violence and harm\n- Harassment and\
\ abuse\n- Sexual exploitation, harm, or abuse\n- Sensitve information\n- Fraud\
\ and deception\n- Synthetic data for commercial uses\n\nMisuse should be reported\
\ to Cohere at safety at cohere.ai."
monitoring: unknown
feedback: '[https://huggingface.co/CohereForAI/c4ai-command-r-v01/discussions](https://huggingface.co/CohereForAI/c4ai-command-r-v01/discussions)'
- type: model
name: Command R+
organization: Cohere
description: Command R+ is a state-of-the-art RAG-optimized model designed to
tackle enterprise-grade workloads. It is an auto-regressive large language model
that uses an optimized transformer architecture. After pretraining, supervised
fine-tuning (SFT) and preference training were applied to align model behavior
to human preferences for helpfulness and safety. Command R+ is part of a family
of open weight releases from Cohere and Cohere For AI. Its smaller companion
model is [Command R](https://huggingface.co/CohereForAI/c4ai-command-r-v01).
created_date:
explanation: The date that Command R+ was announced.
value: 2024-04-03
url: https://txt.cohere.com/command-r-plus-microsoft-azure/
model_card: https://huggingface.co/CohereForAI/c4ai-command-r-plus
modality: text; text
analysis: Command R+ was evaluated on standard English and multilingual (e.g.
FLoRES, WMT23) benchmarks. It was also evaluated on multihop reasoning tasks
(e.g. HotpotQA, Bamboogle, StrategyQA), and tool use (e.g. ToolTalk, Berkeley
Function-Calling).
size: 104B parameters (dense)
dependencies: []
training_emissions: unknown
training_time: unknown
training_hardware: unknown
quality_control: Comprehensive guidance for working with Command R+'s tool use
and grounded generation prompt template can be found in Cohere's [documentation](https://docs.cohere.com/docs/prompting-command-r).
access:
explanation: Model weights are made available through the [Hugging Face Model
Hub](https://huggingface.co/CohereForAI/c4ai-command-r-plus).
value: open
license: CC BY NC 4.0
terms_of_service: https://cohere.ai/terms-of-use
intended_uses: 'Command R+ is optimized to perform well up to 128K context length
and in the following languages: English, French, Spanish, Italian, German, Brazilian
Portuguese, Japanese, Korean, Simplified Chinese, and Arabic. It has been trained
for conversational tool use and grounded generation capabilities. The open weights
release of Command R+ is intended to make community-based research efforts more
accessible.'
prohibited_uses: "Usage of this model requires adherence to [C4AI's Acceptable\
\ Use Policy](https://docs.cohere.com/docs/c4ai-acceptable-use-policy). Usage\
\ via the Cohere Platform is subject to Cohere's [Terms of Use](https://cohere.com/terms-of-use)\
\ and [Usage Guidelines](https://docs.cohere.com/docs/usage-guidelines). A non-exhaustive\
\ list of disallowed use cases include:\n- Violence and harm\n- Harassment and\
\ abuse\n- Sexual exploitation, harm, or abuse\n- Sensitve information\n- Fraud\
\ and deception\n- Synthetic data for commercial uses\n\nMisuse should be reported\
\ to Cohere at safety at cohere.ai."
monitoring: unknown
feedback: '[https://huggingface.co/CohereForAI/c4ai-command-r-plus/discussions](https://huggingface.co/CohereForAI/c4ai-command-r-plus/discussions)'
- type: dataset
name: Aya Dataset
organization: Cohere for AI, Beijing Academy of Artificial Intelligence, Cohere,
Expand Down