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feat(together-ai/deepseek-ai/DeepSeek-V4-Flash-0731): add new models [bot] - #1999

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Aug 4, 2026
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feat(together-ai/deepseek-ai/DeepSeek-V4-Flash-0731): add new models [bot]#1999
architkumar-truefoundry merged 2 commits into
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bot/add-together-ai-deepseek-ai-DeepSeek-V4-Flash-0731-20260804-000731

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Auto-generated by model-addition-agent for together-ai/deepseek-ai/DeepSeek-V4-Flash-0731.


Note

Low Risk
Declarative model metadata only; no runtime or auth changes.

Overview
Adds a new Together AI provider catalog entry for deepseek-ai/DeepSeek-V4-Flash-0731, enabling routing and cost/limit metadata for this serverless chat model.

The YAML defines preview status, 1M context window, text in/out, function calling, and thinking: true, with per-token pricing (including cache-read input cost) and a link to Together’s model page as the source.

Reviewed by Cursor Bugbot for commit dbc98b8. Bugbot is set up for automated code reviews on this repo. Configure here.

Comment thread providers/together-ai/deepseek-ai/DeepSeek-V4-Flash-0731.yaml
Comment thread providers/together-ai/deepseek-ai/DeepSeek-V4-Flash-0731.yaml
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/test-models

@harshiv-26

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Gateway test results

  • Total: 6
  • Passed: 0
  • Failed: 6
  • Validation failed: 0
  • Errored: 0
  • Skipped: 0
  • Success rate: 0.0%
Provider Model Scenarios
together-ai deepseek-ai/DeepSeek-V4-Flash-0731 failure: tool-call, params, reasoning:stream, reasoning, params:stream, tool-call:stream
Failures (6)

together-ai/deepseek-ai/DeepSeek-V4-Flash-0731 — tool-call (failure)

Error
Traceback (most recent call last):
  File "/tmp/tmpmudw9865/snippet.py", line 27, in <module>
    response = client.chat.completions.create(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_utils/_utils.py", line 286, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 1147, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1259, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1047, in request
    raise self._make_status_error_from_response(err.response) from None
openai.PermissionDeniedError: Error code: 403 - {'status': 'failure', 'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'error': {'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'type': 'AuthorizationError', 'code': '403'}, 'error_origin_level': 'authorization'}
Code snippet
from openai import OpenAI

client = OpenAI(api_key="***", base_url="https://internal.devtest.truefoundry.tech/api/llm")

tools = [
    {
        "type": "function",
        "function": {
            "name": "get_weather",
            "description": "Get the current weather for a location.",
            "parameters": {
                "type": "object",
                "properties": {
                    "location": {
                        "type": "string",
                        "description": "The city name, e.g. London",
                    },
                },
                "required": ["location"],
                "additionalProperties": False,
            },
            "strict": True,
        },
    },
]

response = client.chat.completions.create(
    model="test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731",
    messages=[
        {"role": "user", "content": "Use the get_weather tool to check the weather in London. You must call the tool, do not respond with plain text."},
    ],
    tools=tools,
    tool_choice="auto",
    stream=False,
)
_message = response.choices[0].message
if _message.tool_calls:
    for _tc in _message.tool_calls:
        print(f"Function: {_tc.function.name}")
        print(f"Arguments: {_tc.function.arguments}")
else:
    print(_message.content)

if not _message.tool_calls or len(_message.tool_calls) == 0:
    raise Exception("VALIDATION FAILED: tool-call - no tool calls in response")
print("VALIDATION: tool-call SUCCESS")

together-ai/deepseek-ai/DeepSeek-V4-Flash-0731 — params (failure)

Error
Traceback (most recent call last):
  File "/tmp/tmpr8r90pd8/snippet.py", line 5, in <module>
    response = client.chat.completions.create(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_utils/_utils.py", line 286, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 1147, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1259, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1047, in request
    raise self._make_status_error_from_response(err.response) from None
openai.PermissionDeniedError: Error code: 403 - {'status': 'failure', 'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'error': {'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'type': 'AuthorizationError', 'code': '403'}, 'error_origin_level': 'authorization'}
Code snippet
from openai import OpenAI

client = OpenAI(api_key="***", base_url="https://internal.devtest.truefoundry.tech/api/llm")

response = client.chat.completions.create(
    model="test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731",
    messages=[
        {"role": "user", "content": "What is the capital of France?"},
    ],
    stream=False,
)

print(response.choices[0].message.content)

together-ai/deepseek-ai/DeepSeek-V4-Flash-0731 — reasoning:stream (failure)

Error
Traceback (most recent call last):
  File "/tmp/tmpspb2cejf/snippet.py", line 5, in <module>
    response = client.chat.completions.create(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_utils/_utils.py", line 286, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 1147, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1259, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1047, in request
    raise self._make_status_error_from_response(err.response) from None
openai.PermissionDeniedError: Error code: 403 - {'status': 'failure', 'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'error': {'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'type': 'AuthorizationError', 'code': '403'}, 'error_origin_level': 'authorization'}
Code snippet
from openai import OpenAI

client = OpenAI(api_key="***", base_url="https://internal.devtest.truefoundry.tech/api/llm")

response = client.chat.completions.create(
    model="test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731",
    messages=[
        {"role": "user", "content": "How to calculate 3^3^3^3? Think step by step and show all reasoning."},
    ],
    reasoning_effort="medium",
    stream=True,
)
_reasoning_detected = False
for chunk in response:
    if chunk.choices and len(chunk.choices) > 0:
        delta = chunk.choices[0].delta
        if delta.content is not None:
            print(delta.content, end="", flush=True)
        if getattr(delta, "reasoning_content", None) is not None:
            _reasoning_detected = True
        if getattr(delta, "reasoning", None) is not None:
            _reasoning_detected = True

    _usage = getattr(chunk, "usage", None)
    if _usage is not None:
        _details = getattr(_usage, "completion_tokens_details", None)
        if _details and getattr(_details, "reasoning_tokens", 0) > 0:
            _reasoning_detected = True

if not _reasoning_detected:
    raise Exception("VALIDATION FAILED: reasoning stream - no reasoning information in stream")
print("\nVALIDATION: reasoning stream SUCCESS")

together-ai/deepseek-ai/DeepSeek-V4-Flash-0731 — reasoning (failure)

Error
Traceback (most recent call last):
  File "/tmp/tmpsjvavdar/snippet.py", line 5, in <module>
    response = client.chat.completions.create(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_utils/_utils.py", line 286, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 1147, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1259, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1047, in request
    raise self._make_status_error_from_response(err.response) from None
openai.PermissionDeniedError: Error code: 403 - {'status': 'failure', 'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'error': {'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'type': 'AuthorizationError', 'code': '403'}, 'error_origin_level': 'authorization'}
Code snippet
from openai import OpenAI

client = OpenAI(api_key="***", base_url="https://internal.devtest.truefoundry.tech/api/llm")

response = client.chat.completions.create(
    model="test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731",
    messages=[
        {"role": "user", "content": "How to calculate 3^3^3^3? Think step by step and show all reasoning."},
    ],
    reasoning_effort="medium",
    stream=False,
)
_usage = getattr(response, "usage", None)
_reasoning_detected = False

_choices = getattr(response, "choices", None)
if _choices and len(_choices) > 0:
    _message = getattr(_choices[0], "message", None)
else:
    _message = None

if _message and getattr(_message, "content", None) is not None:
    print(_message.content)

if _usage is not None:
    _output_token_details = getattr(_usage, "completion_tokens_details", None)
    if _output_token_details and getattr(_output_token_details, "reasoning_tokens", 0) > 0:
        _reasoning_detected = True
    elif getattr(_usage, "reasoning", None) is not None:
        _reasoning_detected = True

if getattr(_message, "reasoning_content", None) is not None:
    _reasoning_detected = True
elif getattr(_message, "reasoning", None) is not None:
    _reasoning_detected = True

if not _reasoning_detected:
    print("Response: ", response)
    raise Exception("VALIDATION FAILED: reasoning - no reasoning information in response")
print("VALIDATION: reasoning SUCCESS")

together-ai/deepseek-ai/DeepSeek-V4-Flash-0731 — params:stream (failure)

Error
Traceback (most recent call last):
  File "/tmp/tmp3rt0dj0w/snippet.py", line 5, in <module>
    response = client.chat.completions.create(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_utils/_utils.py", line 286, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 1147, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1259, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1047, in request
    raise self._make_status_error_from_response(err.response) from None
openai.PermissionDeniedError: Error code: 403 - {'status': 'failure', 'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'error': {'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'type': 'AuthorizationError', 'code': '403'}, 'error_origin_level': 'authorization'}
Code snippet
from openai import OpenAI

client = OpenAI(api_key="***", base_url="https://internal.devtest.truefoundry.tech/api/llm")

response = client.chat.completions.create(
    model="test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731",
    messages=[
        {"role": "user", "content": "What is the capital of France?"},
    ],
    stream=True,
)

for chunk in response:
    if chunk.choices and len(chunk.choices) > 0:
        delta = chunk.choices[0].delta
        if delta.content is not None:
            print(delta.content, end="", flush=True)

together-ai/deepseek-ai/DeepSeek-V4-Flash-0731 — tool-call:stream (failure)

Error
Traceback (most recent call last):
  File "/tmp/tmphyxal6g_/snippet.py", line 27, in <module>
    response = client.chat.completions.create(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_utils/_utils.py", line 286, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/resources/chat/completions/completions.py", line 1147, in create
    return self._post(
           ^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1259, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openai/_base_client.py", line 1047, in request
    raise self._make_status_error_from_response(err.response) from None
openai.PermissionDeniedError: Error code: 403 - {'status': 'failure', 'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'error': {'message': 'User gateway-tester-v2-ada24d8d-9 is not authorized to access model test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731 or model does not exist', 'type': 'AuthorizationError', 'code': '403'}, 'error_origin_level': 'authorization'}
Code snippet
from openai import OpenAI

client = OpenAI(api_key="***", base_url="https://internal.devtest.truefoundry.tech/api/llm")

tools = [
    {
        "type": "function",
        "function": {
            "name": "get_weather",
            "description": "Get the current weather for a location.",
            "parameters": {
                "type": "object",
                "properties": {
                    "location": {
                        "type": "string",
                        "description": "The city name, e.g. London",
                    },
                },
                "required": ["location"],
                "additionalProperties": False,
            },
            "strict": True,
        },
    },
]

response = client.chat.completions.create(
    model="test-v2-together-ai/deepseek-ai-DeepSeek-V4-Flash-0731",
    messages=[
        {"role": "user", "content": "Use the get_weather tool to check the weather in London. You must call the tool, do not respond with plain text."},
    ],
    tools=tools,
    tool_choice="auto",
    stream=True,
)
_tool_calls_made = False
for chunk in response:
    if chunk.choices and len(chunk.choices) > 0:
        delta = chunk.choices[0].delta
        if delta.content is not None:
            print(delta.content, end="", flush=True)
        if delta.tool_calls:
            _tool_calls_made = True
            for _tc in delta.tool_calls:
                if _tc.function:
                    print(_tc.function.arguments or "", end="", flush=True)

if not _tool_calls_made:
    raise Exception("VALIDATION FAILED: tool-call stream - no tool calls received")
print("\nVALIDATION: tool-call stream SUCCESS")

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Cursor Bugbot has reviewed your changes using default effort and found 1 potential issue.

There are 3 total unresolved issues (including 2 from previous reviews).

Fix All in Cursor

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Reviewed by Cursor Bugbot for commit dbc98b8. Configure here.

Comment thread providers/together-ai/deepseek-ai/DeepSeek-V4-Flash-0731.yaml
@architkumar-truefoundry
architkumar-truefoundry merged commit 938b0a1 into main Aug 4, 2026
8 checks passed
@architkumar-truefoundry
architkumar-truefoundry deleted the bot/add-together-ai-deepseek-ai-DeepSeek-V4-Flash-0731-20260804-000731 branch August 4, 2026 06:47
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2 participants