Firetitan server - #4
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http_timeout=120.0
cursor add retry
hack sampler_path
checkpoint_type="base"
comment out kl_sample_train_metrics
max_concurrency = 8
default 4
cursor added max_concurrency
print
sampling_client = DeploymentSampler( for async
0
['choices']
contents
logprobs=True,
print("sample_result:", sample_result)
remove max_seq_len
max_tokens=19200
field
add back dataclass
FireworksTokenCompleter in metric_util
fix tokenizer
http://localhost:8902
remove dataclass for FireworksTokenCompleter
state_name, sampler_name
FireworksTokenCompleter
eval_semaphore
replace firetitan in rl path
squash
dash
comment compute_mean_nll
print fwd_bwd_result
print(f"fwd_bwd_result.loss_fn_outputs
print(f"len(logprobs) = {len(logprobs)}")
base_url: str = "http://localhost:8099"
import FiretitanTrainingClient
no await on service_client.create_training_client
lora_rank=config.lora_rank
fix FiretitanTrainingClient import
Replace for SFT
Revert "train_unembed=False"
This reverts commit 89c976d.
Revert "rank"
This reverts commit e14eeb4.
Revert "use tinker client temporarily"
This reverts commit 0106c20.
Revert "create_lora_training_client"
This reverts commit e905aa6.
rank
create_lora_training_client
use tinker client temporarily
train_unembed=False
Revert "attach grads as well"
This reverts commit 5ab4387.
attach grads as well
remove last_call_logprobs
base_url = None
write weights as well.
Claude hack
Add custom loss
add log
resume_info
open-research
train_on_what = TrainOnWhat.LAST_ASSISTANT_MESSAGE
unmatch )
Support Qwen3-30B-A3B-Thinking-2507
revert some changes.
delta checkpoint
max_concurrency: int = 2
max_concurrency: int = 4 for 1 GPU
use FireworksTokenCompleter in rollouts.py
path_dict
fireworks_base_model_name
save initially
Revert "try cursor fix (i don't think it's correct)"
This reverts commit b772b9f.
try cursor fix (i don't think it's correct)
sync
Add fireworks_deployment_id
remove api_key in deploymentsampler
fireworks_hot_load_timeout
ordering weight_syncer
add weight_syncer
now setup runs
print with hydra style
remove reference of self.
copy over
ppo
sample_result, _
async_completions_stream
use built-in grpo
use ppo_loss_fn instead
ALL_ASSISTANT_MESSAGES for open researcher
policy_ep
Add custom RL loss
works
use lora
fireworks_deployment_id in CLIConfig
cfg
revert
Cursor fix test_group_size of twenty questions
support more multiplay_rl
fireworks specific for multiplayer_rl
loss-fn
sample_kwargs
_training_logprobs_from_forward
tokenizer
27b
remove stop condition
print
try catch
stop=stop
checkpoint_type = "base"
Qwen3.5-27B
kimi thinking_parts
initial_messages
remove fwd_future
deep-research-sft-0406
fireworks_base_model_name
Add distillation
no dcp_timeout
if weight_syncer is not None and weight_syncer.base_identity is not None:
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